{
  "schemaVersion": 1,
  "publisher": "Loaded Tokens",
  "url": "https://loadedtokens.com/tools/quiz/",
  "method": "Filter the directory by category, published price string and verdict. At most three matches. Ignore is never recommended. No score is computed.",
  "needs": [
    {
      "id": "write",
      "label": "Draft and analyze documents",
      "category": "ai-for-work",
      "categoryLabel": "AI for work"
    },
    {
      "id": "code",
      "label": "Write or review code",
      "category": "coding-agents",
      "categoryLabel": "Coding agents"
    },
    {
      "id": "research",
      "label": "Search with sources",
      "category": "research",
      "categoryLabel": "Search & research"
    },
    {
      "id": "voice",
      "label": "Transcribe or speak",
      "category": "audio",
      "categoryLabel": "Voice & audio"
    },
    {
      "id": "ship",
      "label": "Build and ship an app",
      "category": "build-deploy",
      "categoryLabel": "Build & deploy"
    },
    {
      "id": "agents",
      "label": "Run an agent or workflow",
      "category": "agents",
      "categoryLabel": "Agents"
    },
    {
      "id": "api",
      "label": "Call a model API",
      "category": "models",
      "categoryLabel": "Models"
    },
    {
      "id": "plumbing",
      "label": "Gateways, evals and search plumbing",
      "category": "infrastructure",
      "categoryLabel": "Agent infrastructure"
    }
  ],
  "budgets": [
    {
      "id": "free",
      "label": "A free tier has to be enough"
    },
    {
      "id": "low",
      "label": "Up to about $20 a month"
    },
    {
      "id": "usage",
      "label": "Usage-based pricing is fine"
    },
    {
      "id": "any",
      "label": "No budget limit"
    }
  ],
  "certainties": [
    {
      "id": "use",
      "label": "Only Use verdicts",
      "verdicts": [
        "use"
      ]
    },
    {
      "id": "open",
      "label": "Use or Watch",
      "verdicts": [
        "use",
        "watch"
      ]
    }
  ],
  "answers": [
    {
      "need": "write",
      "budget": "free",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "chatgpt",
          "name": "ChatGPT",
          "verdict": "use",
          "price": "Free version; paid plans are priced per user/month. The public page did not expose stable numeric paid amounts in our text capture.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/chatgpt/"
        },
        {
          "slug": "claude",
          "name": "Claude",
          "verdict": "use",
          "price": "Free $0; Pro $20/month billed monthly, or $200 billed up front annually. Limits apply.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/claude/"
        }
      ]
    },
    {
      "need": "write",
      "budget": "free",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "chatgpt",
          "name": "ChatGPT",
          "verdict": "use",
          "price": "Free version; paid plans are priced per user/month. The public page did not expose stable numeric paid amounts in our text capture.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/chatgpt/"
        },
        {
          "slug": "claude",
          "name": "Claude",
          "verdict": "use",
          "price": "Free $0; Pro $20/month billed monthly, or $200 billed up front annually. Limits apply.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/claude/"
        }
      ]
    },
    {
      "need": "write",
      "budget": "low",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "chatgpt",
          "name": "ChatGPT",
          "verdict": "use",
          "price": "Free version; paid plans are priced per user/month. The public page did not expose stable numeric paid amounts in our text capture.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/chatgpt/"
        },
        {
          "slug": "claude",
          "name": "Claude",
          "verdict": "use",
          "price": "Free $0; Pro $20/month billed monthly, or $200 billed up front annually. Limits apply.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/claude/"
        }
      ]
    },
    {
      "need": "write",
      "budget": "low",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "chatgpt",
          "name": "ChatGPT",
          "verdict": "use",
          "price": "Free version; paid plans are priced per user/month. The public page did not expose stable numeric paid amounts in our text capture.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/chatgpt/"
        },
        {
          "slug": "claude",
          "name": "Claude",
          "verdict": "use",
          "price": "Free $0; Pro $20/month billed monthly, or $200 billed up front annually. Limits apply.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/claude/"
        }
      ]
    },
    {
      "need": "write",
      "budget": "usage",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "chatgpt",
          "name": "ChatGPT",
          "verdict": "use",
          "price": "Free version; paid plans are priced per user/month. The public page did not expose stable numeric paid amounts in our text capture.",
          "reason": "A free tier sits inside a usage-based budget.",
          "url": "https://loadedtokens.com/tools/chatgpt/"
        },
        {
          "slug": "claude",
          "name": "Claude",
          "verdict": "use",
          "price": "Free $0; Pro $20/month billed monthly, or $200 billed up front annually. Limits apply.",
          "reason": "A free tier sits inside a usage-based budget.",
          "url": "https://loadedtokens.com/tools/claude/"
        }
      ]
    },
    {
      "need": "write",
      "budget": "usage",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "chatgpt",
          "name": "ChatGPT",
          "verdict": "use",
          "price": "Free version; paid plans are priced per user/month. The public page did not expose stable numeric paid amounts in our text capture.",
          "reason": "A free tier sits inside a usage-based budget.",
          "url": "https://loadedtokens.com/tools/chatgpt/"
        },
        {
          "slug": "claude",
          "name": "Claude",
          "verdict": "use",
          "price": "Free $0; Pro $20/month billed monthly, or $200 billed up front annually. Limits apply.",
          "reason": "A free tier sits inside a usage-based budget.",
          "url": "https://loadedtokens.com/tools/claude/"
        }
      ]
    },
    {
      "need": "write",
      "budget": "any",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "chatgpt",
          "name": "ChatGPT",
          "verdict": "use",
          "price": "Free version; paid plans are priced per user/month. The public page did not expose stable numeric paid amounts in our text capture.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/chatgpt/"
        },
        {
          "slug": "claude",
          "name": "Claude",
          "verdict": "use",
          "price": "Free $0; Pro $20/month billed monthly, or $200 billed up front annually. Limits apply.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/claude/"
        }
      ]
    },
    {
      "need": "write",
      "budget": "any",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "chatgpt",
          "name": "ChatGPT",
          "verdict": "use",
          "price": "Free version; paid plans are priced per user/month. The public page did not expose stable numeric paid amounts in our text capture.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/chatgpt/"
        },
        {
          "slug": "claude",
          "name": "Claude",
          "verdict": "use",
          "price": "Free $0; Pro $20/month billed monthly, or $200 billed up front annually. Limits apply.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/claude/"
        },
        {
          "slug": "microsoft-365-copilot",
          "name": "Microsoft 365 Copilot",
          "verdict": "watch",
          "price": "Plan and license dependent; the public page combines annual commitments, promotions and advanced-AI consumption billing. Verify the eligible SKU.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/microsoft-365-copilot/"
        }
      ]
    },
    {
      "need": "code",
      "budget": "free",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "amazon-q-developer",
          "name": "Amazon Q Developer",
          "verdict": "use",
          "price": "Free tier with limits; Pro $19/user/month, with higher allowances and administrative features.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/amazon-q-developer/"
        },
        {
          "slug": "codex-cli-0-167",
          "name": "Codex CLI 0.167",
          "verdict": "use",
          "price": "Free CLI; model usage billed by plan",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/codex-cli-0-167/"
        },
        {
          "slug": "github-copilot",
          "name": "GitHub Copilot",
          "verdict": "use",
          "price": "Free $0; Pro $10/user/month; Pro+ $39/user/month. Plan credits and model restrictions apply.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/github-copilot/"
        }
      ]
    },
    {
      "need": "code",
      "budget": "free",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "amazon-q-developer",
          "name": "Amazon Q Developer",
          "verdict": "use",
          "price": "Free tier with limits; Pro $19/user/month, with higher allowances and administrative features.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/amazon-q-developer/"
        },
        {
          "slug": "codex-cli-0-167",
          "name": "Codex CLI 0.167",
          "verdict": "use",
          "price": "Free CLI; model usage billed by plan",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/codex-cli-0-167/"
        },
        {
          "slug": "github-copilot",
          "name": "GitHub Copilot",
          "verdict": "use",
          "price": "Free $0; Pro $10/user/month; Pro+ $39/user/month. Plan credits and model restrictions apply.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/github-copilot/"
        }
      ]
    },
    {
      "need": "code",
      "budget": "low",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "amazon-q-developer",
          "name": "Amazon Q Developer",
          "verdict": "use",
          "price": "Free tier with limits; Pro $19/user/month, with higher allowances and administrative features.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/amazon-q-developer/"
        },
        {
          "slug": "codex-cli-0-167",
          "name": "Codex CLI 0.167",
          "verdict": "use",
          "price": "Free CLI; model usage billed by plan",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/codex-cli-0-167/"
        },
        {
          "slug": "github-copilot",
          "name": "GitHub Copilot",
          "verdict": "use",
          "price": "Free $0; Pro $10/user/month; Pro+ $39/user/month. Plan credits and model restrictions apply.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/github-copilot/"
        }
      ]
    },
    {
      "need": "code",
      "budget": "low",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "amazon-q-developer",
          "name": "Amazon Q Developer",
          "verdict": "use",
          "price": "Free tier with limits; Pro $19/user/month, with higher allowances and administrative features.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/amazon-q-developer/"
        },
        {
          "slug": "codex-cli-0-167",
          "name": "Codex CLI 0.167",
          "verdict": "use",
          "price": "Free CLI; model usage billed by plan",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/codex-cli-0-167/"
        },
        {
          "slug": "github-copilot",
          "name": "GitHub Copilot",
          "verdict": "use",
          "price": "Free $0; Pro $10/user/month; Pro+ $39/user/month. Plan credits and model restrictions apply.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/github-copilot/"
        }
      ]
    },
    {
      "need": "code",
      "budget": "usage",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "amazon-q-developer",
          "name": "Amazon Q Developer",
          "verdict": "use",
          "price": "Free tier with limits; Pro $19/user/month, with higher allowances and administrative features.",
          "reason": "A free tier sits inside a usage-based budget.",
          "url": "https://loadedtokens.com/tools/amazon-q-developer/"
        },
        {
          "slug": "codex-cli-0-167",
          "name": "Codex CLI 0.167",
          "verdict": "use",
          "price": "Free CLI; model usage billed by plan",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/codex-cli-0-167/"
        },
        {
          "slug": "github-copilot",
          "name": "GitHub Copilot",
          "verdict": "use",
          "price": "Free $0; Pro $10/user/month; Pro+ $39/user/month. Plan credits and model restrictions apply.",
          "reason": "A free tier sits inside a usage-based budget.",
          "url": "https://loadedtokens.com/tools/github-copilot/"
        }
      ]
    },
    {
      "need": "code",
      "budget": "usage",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "amazon-q-developer",
          "name": "Amazon Q Developer",
          "verdict": "use",
          "price": "Free tier with limits; Pro $19/user/month, with higher allowances and administrative features.",
          "reason": "A free tier sits inside a usage-based budget.",
          "url": "https://loadedtokens.com/tools/amazon-q-developer/"
        },
        {
          "slug": "codex-cli-0-167",
          "name": "Codex CLI 0.167",
          "verdict": "use",
          "price": "Free CLI; model usage billed by plan",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/codex-cli-0-167/"
        },
        {
          "slug": "github-copilot",
          "name": "GitHub Copilot",
          "verdict": "use",
          "price": "Free $0; Pro $10/user/month; Pro+ $39/user/month. Plan credits and model restrictions apply.",
          "reason": "A free tier sits inside a usage-based budget.",
          "url": "https://loadedtokens.com/tools/github-copilot/"
        }
      ]
    },
    {
      "need": "code",
      "budget": "any",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "amazon-q-developer",
          "name": "Amazon Q Developer",
          "verdict": "use",
          "price": "Free tier with limits; Pro $19/user/month, with higher allowances and administrative features.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/amazon-q-developer/"
        },
        {
          "slug": "claude-code-2-1-319",
          "name": "Claude Code 2.1.319",
          "verdict": "use",
          "price": "Existing Claude Code plans",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/claude-code-2-1-319/"
        },
        {
          "slug": "codex-cli-0-167",
          "name": "Codex CLI 0.167",
          "verdict": "use",
          "price": "Free CLI; model usage billed by plan",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/codex-cli-0-167/"
        }
      ]
    },
    {
      "need": "code",
      "budget": "any",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "amazon-q-developer",
          "name": "Amazon Q Developer",
          "verdict": "use",
          "price": "Free tier with limits; Pro $19/user/month, with higher allowances and administrative features.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/amazon-q-developer/"
        },
        {
          "slug": "claude-code-2-1-319",
          "name": "Claude Code 2.1.319",
          "verdict": "use",
          "price": "Existing Claude Code plans",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/claude-code-2-1-319/"
        },
        {
          "slug": "codex-cli-0-167",
          "name": "Codex CLI 0.167",
          "verdict": "use",
          "price": "Free CLI; model usage billed by plan",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/codex-cli-0-167/"
        }
      ]
    },
    {
      "need": "research",
      "budget": "free",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "exa",
          "name": "Exa",
          "verdict": "use",
          "price": "Free credit is $10, resetting monthly. Lite search is $4 per 1,000 requests. Answer is $5 per 1,000. The first 10 results are in the base price.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/exa/"
        }
      ]
    },
    {
      "need": "research",
      "budget": "free",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "exa",
          "name": "Exa",
          "verdict": "use",
          "price": "Free credit is $10, resetting monthly. Lite search is $4 per 1,000 requests. Answer is $5 per 1,000. The first 10 results are in the base price.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/exa/"
        },
        {
          "slug": "tavily",
          "name": "Tavily",
          "verdict": "watch",
          "price": "Free Researcher plan: 1,000 API credits a month, no card. Paid use is pay as you go. Credit cost depends on the request type.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/tavily/"
        }
      ]
    },
    {
      "need": "research",
      "budget": "low",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "exa",
          "name": "Exa",
          "verdict": "use",
          "price": "Free credit is $10, resetting monthly. Lite search is $4 per 1,000 requests. Answer is $5 per 1,000. The first 10 results are in the base price.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/exa/"
        }
      ]
    },
    {
      "need": "research",
      "budget": "low",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "exa",
          "name": "Exa",
          "verdict": "use",
          "price": "Free credit is $10, resetting monthly. Lite search is $4 per 1,000 requests. Answer is $5 per 1,000. The first 10 results are in the base price.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/exa/"
        },
        {
          "slug": "tavily",
          "name": "Tavily",
          "verdict": "watch",
          "price": "Free Researcher plan: 1,000 API credits a month, no card. Paid use is pay as you go. Credit cost depends on the request type.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/tavily/"
        }
      ]
    },
    {
      "need": "research",
      "budget": "usage",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "exa",
          "name": "Exa",
          "verdict": "use",
          "price": "Free credit is $10, resetting monthly. Lite search is $4 per 1,000 requests. Answer is $5 per 1,000. The first 10 results are in the base price.",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/exa/"
        },
        {
          "slug": "perplexity-search-api",
          "name": "Perplexity Search API",
          "verdict": "use",
          "price": "Search API: $5 per 1,000 successful requests; Fast Search: $1 per 1,000 successful requests. No token billing for Search API.",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/perplexity-search-api/"
        }
      ]
    },
    {
      "need": "research",
      "budget": "usage",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "exa",
          "name": "Exa",
          "verdict": "use",
          "price": "Free credit is $10, resetting monthly. Lite search is $4 per 1,000 requests. Answer is $5 per 1,000. The first 10 results are in the base price.",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/exa/"
        },
        {
          "slug": "perplexity-search-api",
          "name": "Perplexity Search API",
          "verdict": "use",
          "price": "Search API: $5 per 1,000 successful requests; Fast Search: $1 per 1,000 successful requests. No token billing for Search API.",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/perplexity-search-api/"
        },
        {
          "slug": "tavily",
          "name": "Tavily",
          "verdict": "watch",
          "price": "Free Researcher plan: 1,000 API credits a month, no card. Paid use is pay as you go. Credit cost depends on the request type.",
          "reason": "A free tier sits inside a usage-based budget.",
          "url": "https://loadedtokens.com/tools/tavily/"
        }
      ]
    },
    {
      "need": "research",
      "budget": "any",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "exa",
          "name": "Exa",
          "verdict": "use",
          "price": "Free credit is $10, resetting monthly. Lite search is $4 per 1,000 requests. Answer is $5 per 1,000. The first 10 results are in the base price.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/exa/"
        },
        {
          "slug": "perplexity-search-api",
          "name": "Perplexity Search API",
          "verdict": "use",
          "price": "Search API: $5 per 1,000 successful requests; Fast Search: $1 per 1,000 successful requests. No token billing for Search API.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/perplexity-search-api/"
        }
      ]
    },
    {
      "need": "research",
      "budget": "any",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "exa",
          "name": "Exa",
          "verdict": "use",
          "price": "Free credit is $10, resetting monthly. Lite search is $4 per 1,000 requests. Answer is $5 per 1,000. The first 10 results are in the base price.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/exa/"
        },
        {
          "slug": "perplexity-search-api",
          "name": "Perplexity Search API",
          "verdict": "use",
          "price": "Search API: $5 per 1,000 successful requests; Fast Search: $1 per 1,000 successful requests. No token billing for Search API.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/perplexity-search-api/"
        },
        {
          "slug": "perplexity-agent-api",
          "name": "Perplexity Agent API",
          "verdict": "watch",
          "price": "Model-specific token rates; tool calls such as web search add separate charges. See the public API rate card.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/perplexity-agent-api/"
        }
      ]
    },
    {
      "need": "voice",
      "budget": "free",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "assemblyai",
          "name": "AssemblyAI",
          "verdict": "use",
          "price": "$50 in free credits. Universal-3.5 Pro pre-recorded is $0.21 an hour. Streaming bills the open socket, not just the audio. Text to speech is $15 per million characters.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/assemblyai/"
        },
        {
          "slug": "deepgram",
          "name": "Deepgram",
          "verdict": "use",
          "price": "$200 free credit, then pay as you go. Nova-3 monolingual pre-recorded is $0.0043 a minute. Aura-2 is $0.030 per 1,000 characters.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/deepgram/"
        },
        {
          "slug": "whisper",
          "name": "Whisper",
          "verdict": "use",
          "price": "The repository is free to download. OpenAI's hosted transcription API is a separate, metered product.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/whisper/"
        }
      ]
    },
    {
      "need": "voice",
      "budget": "free",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "assemblyai",
          "name": "AssemblyAI",
          "verdict": "use",
          "price": "$50 in free credits. Universal-3.5 Pro pre-recorded is $0.21 an hour. Streaming bills the open socket, not just the audio. Text to speech is $15 per million characters.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/assemblyai/"
        },
        {
          "slug": "deepgram",
          "name": "Deepgram",
          "verdict": "use",
          "price": "$200 free credit, then pay as you go. Nova-3 monolingual pre-recorded is $0.0043 a minute. Aura-2 is $0.030 per 1,000 characters.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/deepgram/"
        },
        {
          "slug": "whisper",
          "name": "Whisper",
          "verdict": "use",
          "price": "The repository is free to download. OpenAI's hosted transcription API is a separate, metered product.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/whisper/"
        }
      ]
    },
    {
      "need": "voice",
      "budget": "low",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "assemblyai",
          "name": "AssemblyAI",
          "verdict": "use",
          "price": "$50 in free credits. Universal-3.5 Pro pre-recorded is $0.21 an hour. Streaming bills the open socket, not just the audio. Text to speech is $15 per million characters.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/assemblyai/"
        },
        {
          "slug": "deepgram",
          "name": "Deepgram",
          "verdict": "use",
          "price": "$200 free credit, then pay as you go. Nova-3 monolingual pre-recorded is $0.0043 a minute. Aura-2 is $0.030 per 1,000 characters.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/deepgram/"
        },
        {
          "slug": "whisper",
          "name": "Whisper",
          "verdict": "use",
          "price": "The repository is free to download. OpenAI's hosted transcription API is a separate, metered product.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/whisper/"
        }
      ]
    },
    {
      "need": "voice",
      "budget": "low",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "assemblyai",
          "name": "AssemblyAI",
          "verdict": "use",
          "price": "$50 in free credits. Universal-3.5 Pro pre-recorded is $0.21 an hour. Streaming bills the open socket, not just the audio. Text to speech is $15 per million characters.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/assemblyai/"
        },
        {
          "slug": "deepgram",
          "name": "Deepgram",
          "verdict": "use",
          "price": "$200 free credit, then pay as you go. Nova-3 monolingual pre-recorded is $0.0043 a minute. Aura-2 is $0.030 per 1,000 characters.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/deepgram/"
        },
        {
          "slug": "whisper",
          "name": "Whisper",
          "verdict": "use",
          "price": "The repository is free to download. OpenAI's hosted transcription API is a separate, metered product.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/whisper/"
        }
      ]
    },
    {
      "need": "voice",
      "budget": "usage",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "assemblyai",
          "name": "AssemblyAI",
          "verdict": "use",
          "price": "$50 in free credits. Universal-3.5 Pro pre-recorded is $0.21 an hour. Streaming bills the open socket, not just the audio. Text to speech is $15 per million characters.",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/assemblyai/"
        },
        {
          "slug": "deepgram",
          "name": "Deepgram",
          "verdict": "use",
          "price": "$200 free credit, then pay as you go. Nova-3 monolingual pre-recorded is $0.0043 a minute. Aura-2 is $0.030 per 1,000 characters.",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/deepgram/"
        },
        {
          "slug": "whisper",
          "name": "Whisper",
          "verdict": "use",
          "price": "The repository is free to download. OpenAI's hosted transcription API is a separate, metered product.",
          "reason": "A free tier sits inside a usage-based budget.",
          "url": "https://loadedtokens.com/tools/whisper/"
        }
      ]
    },
    {
      "need": "voice",
      "budget": "usage",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "assemblyai",
          "name": "AssemblyAI",
          "verdict": "use",
          "price": "$50 in free credits. Universal-3.5 Pro pre-recorded is $0.21 an hour. Streaming bills the open socket, not just the audio. Text to speech is $15 per million characters.",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/assemblyai/"
        },
        {
          "slug": "deepgram",
          "name": "Deepgram",
          "verdict": "use",
          "price": "$200 free credit, then pay as you go. Nova-3 monolingual pre-recorded is $0.0043 a minute. Aura-2 is $0.030 per 1,000 characters.",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/deepgram/"
        },
        {
          "slug": "whisper",
          "name": "Whisper",
          "verdict": "use",
          "price": "The repository is free to download. OpenAI's hosted transcription API is a separate, metered product.",
          "reason": "A free tier sits inside a usage-based budget.",
          "url": "https://loadedtokens.com/tools/whisper/"
        }
      ]
    },
    {
      "need": "voice",
      "budget": "any",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "assemblyai",
          "name": "AssemblyAI",
          "verdict": "use",
          "price": "$50 in free credits. Universal-3.5 Pro pre-recorded is $0.21 an hour. Streaming bills the open socket, not just the audio. Text to speech is $15 per million characters.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/assemblyai/"
        },
        {
          "slug": "deepgram",
          "name": "Deepgram",
          "verdict": "use",
          "price": "$200 free credit, then pay as you go. Nova-3 monolingual pre-recorded is $0.0043 a minute. Aura-2 is $0.030 per 1,000 characters.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/deepgram/"
        },
        {
          "slug": "whisper",
          "name": "Whisper",
          "verdict": "use",
          "price": "The repository is free to download. OpenAI's hosted transcription API is a separate, metered product.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/whisper/"
        }
      ]
    },
    {
      "need": "voice",
      "budget": "any",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "assemblyai",
          "name": "AssemblyAI",
          "verdict": "use",
          "price": "$50 in free credits. Universal-3.5 Pro pre-recorded is $0.21 an hour. Streaming bills the open socket, not just the audio. Text to speech is $15 per million characters.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/assemblyai/"
        },
        {
          "slug": "deepgram",
          "name": "Deepgram",
          "verdict": "use",
          "price": "$200 free credit, then pay as you go. Nova-3 monolingual pre-recorded is $0.0043 a minute. Aura-2 is $0.030 per 1,000 characters.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/deepgram/"
        },
        {
          "slug": "whisper",
          "name": "Whisper",
          "verdict": "use",
          "price": "The repository is free to download. OpenAI's hosted transcription API is a separate, metered product.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/whisper/"
        }
      ]
    },
    {
      "need": "ship",
      "budget": "free",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "google-ai-studio",
          "name": "Google AI Studio",
          "verdict": "use",
          "price": "AI Studio access is listed in the Gemini API free tier; paid API usage and model eligibility are separate.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/google-ai-studio/"
        }
      ]
    },
    {
      "need": "ship",
      "budget": "free",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "google-ai-studio",
          "name": "Google AI Studio",
          "verdict": "use",
          "price": "AI Studio access is listed in the Gemini API free tier; paid API usage and model eligibility are separate.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/google-ai-studio/"
        },
        {
          "slug": "v0",
          "name": "v0",
          "verdict": "watch",
          "price": "Free and paid plans; paid usage includes credit allowances and additional-credit purchases. Confirm the selected billing term.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/v0/"
        }
      ]
    },
    {
      "need": "ship",
      "budget": "low",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "google-ai-studio",
          "name": "Google AI Studio",
          "verdict": "use",
          "price": "AI Studio access is listed in the Gemini API free tier; paid API usage and model eligibility are separate.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/google-ai-studio/"
        }
      ]
    },
    {
      "need": "ship",
      "budget": "low",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "google-ai-studio",
          "name": "Google AI Studio",
          "verdict": "use",
          "price": "AI Studio access is listed in the Gemini API free tier; paid API usage and model eligibility are separate.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/google-ai-studio/"
        },
        {
          "slug": "v0",
          "name": "v0",
          "verdict": "watch",
          "price": "Free and paid plans; paid usage includes credit allowances and additional-credit purchases. Confirm the selected billing term.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/v0/"
        }
      ]
    },
    {
      "need": "ship",
      "budget": "usage",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "google-ai-studio",
          "name": "Google AI Studio",
          "verdict": "use",
          "price": "AI Studio access is listed in the Gemini API free tier; paid API usage and model eligibility are separate.",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/google-ai-studio/"
        }
      ]
    },
    {
      "need": "ship",
      "budget": "usage",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "google-ai-studio",
          "name": "Google AI Studio",
          "verdict": "use",
          "price": "AI Studio access is listed in the Gemini API free tier; paid API usage and model eligibility are separate.",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/google-ai-studio/"
        },
        {
          "slug": "v0",
          "name": "v0",
          "verdict": "watch",
          "price": "Free and paid plans; paid usage includes credit allowances and additional-credit purchases. Confirm the selected billing term.",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/v0/"
        }
      ]
    },
    {
      "need": "ship",
      "budget": "any",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "google-ai-studio",
          "name": "Google AI Studio",
          "verdict": "use",
          "price": "AI Studio access is listed in the Gemini API free tier; paid API usage and model eligibility are separate.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/google-ai-studio/"
        },
        {
          "slug": "vercel-ai-sdk",
          "name": "Vercel AI SDK",
          "verdict": "use",
          "price": "Model provider and hosting charges remain separate. The SDK overview does not quote a per-request SDK subscription.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/vercel-ai-sdk/"
        }
      ]
    },
    {
      "need": "ship",
      "budget": "any",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "google-ai-studio",
          "name": "Google AI Studio",
          "verdict": "use",
          "price": "AI Studio access is listed in the Gemini API free tier; paid API usage and model eligibility are separate.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/google-ai-studio/"
        },
        {
          "slug": "vercel-ai-sdk",
          "name": "Vercel AI SDK",
          "verdict": "use",
          "price": "Model provider and hosting charges remain separate. The SDK overview does not quote a per-request SDK subscription.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/vercel-ai-sdk/"
        },
        {
          "slug": "cursor-live-apps",
          "name": "Cursor Live Apps",
          "verdict": "watch",
          "price": "Requires a cloud agent on a paid Cursor plan",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/cursor-live-apps/"
        }
      ]
    },
    {
      "need": "agents",
      "budget": "free",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "zapier-workflows",
          "name": "Zapier workflows",
          "verdict": "use",
          "price": "Free and paid task-based plans; allowance, task type and billing commitment affect the bill.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/zapier-workflows/"
        }
      ]
    },
    {
      "need": "agents",
      "budget": "free",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "zapier-workflows",
          "name": "Zapier workflows",
          "verdict": "use",
          "price": "Free and paid task-based plans; allowance, task type and billing commitment affect the bill.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/zapier-workflows/"
        },
        {
          "slug": "make",
          "name": "Make",
          "verdict": "watch",
          "price": "Free includes 1,000 credits a month. Most actions cost one credit. Credits expire at the end of the term. AI steps can cost more.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/make/"
        },
        {
          "slug": "mistral-vibe",
          "name": "Mistral Vibe",
          "verdict": "watch",
          "price": "Free access with limits; Pro and Team subscriptions available. Limits, taxes and API-credit benefits vary by plan.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/mistral-vibe/"
        }
      ]
    },
    {
      "need": "agents",
      "budget": "low",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "zapier-workflows",
          "name": "Zapier workflows",
          "verdict": "use",
          "price": "Free and paid task-based plans; allowance, task type and billing commitment affect the bill.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/zapier-workflows/"
        }
      ]
    },
    {
      "need": "agents",
      "budget": "low",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "zapier-workflows",
          "name": "Zapier workflows",
          "verdict": "use",
          "price": "Free and paid task-based plans; allowance, task type and billing commitment affect the bill.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/zapier-workflows/"
        },
        {
          "slug": "make",
          "name": "Make",
          "verdict": "watch",
          "price": "Free includes 1,000 credits a month. Most actions cost one credit. Credits expire at the end of the term. AI steps can cost more.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/make/"
        },
        {
          "slug": "mistral-vibe",
          "name": "Mistral Vibe",
          "verdict": "watch",
          "price": "Free access with limits; Pro and Team subscriptions available. Limits, taxes and API-credit benefits vary by plan.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/mistral-vibe/"
        }
      ]
    },
    {
      "need": "agents",
      "budget": "usage",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "zapier-workflows",
          "name": "Zapier workflows",
          "verdict": "use",
          "price": "Free and paid task-based plans; allowance, task type and billing commitment affect the bill.",
          "reason": "A free tier sits inside a usage-based budget.",
          "url": "https://loadedtokens.com/tools/zapier-workflows/"
        }
      ]
    },
    {
      "need": "agents",
      "budget": "usage",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "zapier-workflows",
          "name": "Zapier workflows",
          "verdict": "use",
          "price": "Free and paid task-based plans; allowance, task type and billing commitment affect the bill.",
          "reason": "A free tier sits inside a usage-based budget.",
          "url": "https://loadedtokens.com/tools/zapier-workflows/"
        },
        {
          "slug": "make",
          "name": "Make",
          "verdict": "watch",
          "price": "Free includes 1,000 credits a month. Most actions cost one credit. Credits expire at the end of the term. AI steps can cost more.",
          "reason": "A free tier sits inside a usage-based budget.",
          "url": "https://loadedtokens.com/tools/make/"
        },
        {
          "slug": "copilot-studio",
          "name": "Microsoft Copilot Studio",
          "verdict": "watch",
          "price": "Prepaid or pay-as-you-go consumption; public page lists 25,000-credit packs at $200/pack/month. Credit use varies by action.",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/copilot-studio/"
        }
      ]
    },
    {
      "need": "agents",
      "budget": "any",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "langgraph",
          "name": "LangGraph",
          "verdict": "use",
          "price": "Self-managed runtime and model costs apply. Managed deployment and LangSmith features have separate pricing.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/langgraph/"
        },
        {
          "slug": "zapier-workflows",
          "name": "Zapier workflows",
          "verdict": "use",
          "price": "Free and paid task-based plans; allowance, task type and billing commitment affect the bill.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/zapier-workflows/"
        }
      ]
    },
    {
      "need": "agents",
      "budget": "any",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "langgraph",
          "name": "LangGraph",
          "verdict": "use",
          "price": "Self-managed runtime and model costs apply. Managed deployment and LangSmith features have separate pricing.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/langgraph/"
        },
        {
          "slug": "zapier-workflows",
          "name": "Zapier workflows",
          "verdict": "use",
          "price": "Free and paid task-based plans; allowance, task type and billing commitment affect the bill.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/zapier-workflows/"
        },
        {
          "slug": "make",
          "name": "Make",
          "verdict": "watch",
          "price": "Free includes 1,000 credits a month. Most actions cost one credit. Credits expire at the end of the term. AI steps can cost more.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/make/"
        }
      ]
    },
    {
      "need": "api",
      "budget": "free",
      "certainty": "use",
      "relaxed": true,
      "matches": [
        {
          "slug": "gpt-6-1-terra",
          "name": "GPT-6.1 Terra",
          "verdict": "use",
          "price": "API prices 50% below GPT-5.6 Terra (reported $1 / $5 per million tokens)",
          "reason": "Closest verdict match. The price string did not fit the budget filter.",
          "url": "https://loadedtokens.com/tools/gpt-6-1-terra/"
        },
        {
          "slug": "hugging-face-hub",
          "name": "Hugging Face Hub",
          "verdict": "use",
          "price": "Account upgrades include PRO $9/month and Team $20/user/month. Storage and compute charges are separate.",
          "reason": "Closest verdict match. The price string did not fit the budget filter.",
          "url": "https://loadedtokens.com/tools/hugging-face-hub/"
        },
        {
          "slug": "openai-responses-api",
          "name": "OpenAI Responses API",
          "verdict": "use",
          "price": "No separate Responses API fee; model tokens and tool usage are billed. Example: GPT-6.1 Terra standard short-context $1/M input and $5/M output tokens.",
          "reason": "Closest verdict match. The price string did not fit the budget filter.",
          "url": "https://loadedtokens.com/tools/openai-responses-api/"
        }
      ]
    },
    {
      "need": "api",
      "budget": "free",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "gemini-api",
          "name": "Gemini Developer API",
          "verdict": "watch",
          "price": "Free and paid tiers vary by model. Some models have no free tier; thinking and tool-related tokens may be billable.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/gemini-api/"
        },
        {
          "slug": "kimi",
          "name": "Kimi",
          "verdict": "watch",
          "price": "Weights are free to download where the model card allows it. Hosted Kimi is a separate account.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/kimi/"
        },
        {
          "slug": "llama",
          "name": "Llama",
          "verdict": "watch",
          "price": "Weights are free under the Llama community license, which is not an OSI open-source license.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/llama/"
        }
      ]
    },
    {
      "need": "api",
      "budget": "low",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "hugging-face-hub",
          "name": "Hugging Face Hub",
          "verdict": "use",
          "price": "Account upgrades include PRO $9/month and Team $20/user/month. Storage and compute charges are separate.",
          "reason": "A published monthly price is $20 or less.",
          "url": "https://loadedtokens.com/tools/hugging-face-hub/"
        }
      ]
    },
    {
      "need": "api",
      "budget": "low",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "hugging-face-hub",
          "name": "Hugging Face Hub",
          "verdict": "use",
          "price": "Account upgrades include PRO $9/month and Team $20/user/month. Storage and compute charges are separate.",
          "reason": "A published monthly price is $20 or less.",
          "url": "https://loadedtokens.com/tools/hugging-face-hub/"
        },
        {
          "slug": "gemini-api",
          "name": "Gemini Developer API",
          "verdict": "watch",
          "price": "Free and paid tiers vary by model. Some models have no free tier; thinking and tool-related tokens may be billable.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/gemini-api/"
        },
        {
          "slug": "kimi",
          "name": "Kimi",
          "verdict": "watch",
          "price": "Weights are free to download where the model card allows it. Hosted Kimi is a separate account.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/kimi/"
        }
      ]
    },
    {
      "need": "api",
      "budget": "usage",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "gpt-6-1-terra",
          "name": "GPT-6.1 Terra",
          "verdict": "use",
          "price": "API prices 50% below GPT-5.6 Terra (reported $1 / $5 per million tokens)",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/gpt-6-1-terra/"
        },
        {
          "slug": "openai-responses-api",
          "name": "OpenAI Responses API",
          "verdict": "use",
          "price": "No separate Responses API fee; model tokens and tool usage are billed. Example: GPT-6.1 Terra standard short-context $1/M input and $5/M output tokens.",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/openai-responses-api/"
        }
      ]
    },
    {
      "need": "api",
      "budget": "usage",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "gpt-6-1-terra",
          "name": "GPT-6.1 Terra",
          "verdict": "use",
          "price": "API prices 50% below GPT-5.6 Terra (reported $1 / $5 per million tokens)",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/gpt-6-1-terra/"
        },
        {
          "slug": "openai-responses-api",
          "name": "OpenAI Responses API",
          "verdict": "use",
          "price": "No separate Responses API fee; model tokens and tool usage are billed. Example: GPT-6.1 Terra standard short-context $1/M input and $5/M output tokens.",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/openai-responses-api/"
        },
        {
          "slug": "gemini-4-carbon",
          "name": "Gemini 4 Carbon",
          "verdict": "watch",
          "price": "$2 / $10 per million tokens introductory, when available",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/gemini-4-carbon/"
        }
      ]
    },
    {
      "need": "api",
      "budget": "any",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "gpt-6-1-terra",
          "name": "GPT-6.1 Terra",
          "verdict": "use",
          "price": "API prices 50% below GPT-5.6 Terra (reported $1 / $5 per million tokens)",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/gpt-6-1-terra/"
        },
        {
          "slug": "hugging-face-hub",
          "name": "Hugging Face Hub",
          "verdict": "use",
          "price": "Account upgrades include PRO $9/month and Team $20/user/month. Storage and compute charges are separate.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/hugging-face-hub/"
        },
        {
          "slug": "openai-responses-api",
          "name": "OpenAI Responses API",
          "verdict": "use",
          "price": "No separate Responses API fee; model tokens and tool usage are billed. Example: GPT-6.1 Terra standard short-context $1/M input and $5/M output tokens.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/openai-responses-api/"
        }
      ]
    },
    {
      "need": "api",
      "budget": "any",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "gpt-6-1-terra",
          "name": "GPT-6.1 Terra",
          "verdict": "use",
          "price": "API prices 50% below GPT-5.6 Terra (reported $1 / $5 per million tokens)",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/gpt-6-1-terra/"
        },
        {
          "slug": "hugging-face-hub",
          "name": "Hugging Face Hub",
          "verdict": "use",
          "price": "Account upgrades include PRO $9/month and Team $20/user/month. Storage and compute charges are separate.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/hugging-face-hub/"
        },
        {
          "slug": "openai-responses-api",
          "name": "OpenAI Responses API",
          "verdict": "use",
          "price": "No separate Responses API fee; model tokens and tool usage are billed. Example: GPT-6.1 Terra standard short-context $1/M input and $5/M output tokens.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/openai-responses-api/"
        }
      ]
    },
    {
      "need": "plumbing",
      "budget": "free",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "cloudflare-ai-gateway",
          "name": "Cloudflare AI Gateway",
          "verdict": "use",
          "price": "Core features free. New-gateway logs follow Workers Logs billing; Unified Billing credit purchases have a 5% fee. Provider inference costs remain.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/cloudflare-ai-gateway/"
        },
        {
          "slug": "workers-ai",
          "name": "Cloudflare Workers AI",
          "verdict": "use",
          "price": "10,000 neurons/day free allocation; paid usage above that is $0.011/1,000 neurons on Workers Paid. Model units vary.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/workers-ai/"
        },
        {
          "slug": "langsmith",
          "name": "LangSmith",
          "verdict": "use",
          "price": "Developer $0/seat/month plus usage, up to 5,000 base traces/month. Plus $39/seat/month plus usage.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/langsmith/"
        }
      ]
    },
    {
      "need": "plumbing",
      "budget": "free",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "cloudflare-ai-gateway",
          "name": "Cloudflare AI Gateway",
          "verdict": "use",
          "price": "Core features free. New-gateway logs follow Workers Logs billing; Unified Billing credit purchases have a 5% fee. Provider inference costs remain.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/cloudflare-ai-gateway/"
        },
        {
          "slug": "workers-ai",
          "name": "Cloudflare Workers AI",
          "verdict": "use",
          "price": "10,000 neurons/day free allocation; paid usage above that is $0.011/1,000 neurons on Workers Paid. Model units vary.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/workers-ai/"
        },
        {
          "slug": "langsmith",
          "name": "LangSmith",
          "verdict": "use",
          "price": "Developer $0/seat/month plus usage, up to 5,000 base traces/month. Plus $39/seat/month plus usage.",
          "reason": "The public price string includes a free tier.",
          "url": "https://loadedtokens.com/tools/langsmith/"
        }
      ]
    },
    {
      "need": "plumbing",
      "budget": "low",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "cloudflare-ai-gateway",
          "name": "Cloudflare AI Gateway",
          "verdict": "use",
          "price": "Core features free. New-gateway logs follow Workers Logs billing; Unified Billing credit purchases have a 5% fee. Provider inference costs remain.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/cloudflare-ai-gateway/"
        },
        {
          "slug": "workers-ai",
          "name": "Cloudflare Workers AI",
          "verdict": "use",
          "price": "10,000 neurons/day free allocation; paid usage above that is $0.011/1,000 neurons on Workers Paid. Model units vary.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/workers-ai/"
        },
        {
          "slug": "langsmith",
          "name": "LangSmith",
          "verdict": "use",
          "price": "Developer $0/seat/month plus usage, up to 5,000 base traces/month. Plus $39/seat/month plus usage.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/langsmith/"
        }
      ]
    },
    {
      "need": "plumbing",
      "budget": "low",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "cloudflare-ai-gateway",
          "name": "Cloudflare AI Gateway",
          "verdict": "use",
          "price": "Core features free. New-gateway logs follow Workers Logs billing; Unified Billing credit purchases have a 5% fee. Provider inference costs remain.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/cloudflare-ai-gateway/"
        },
        {
          "slug": "workers-ai",
          "name": "Cloudflare Workers AI",
          "verdict": "use",
          "price": "10,000 neurons/day free allocation; paid usage above that is $0.011/1,000 neurons on Workers Paid. Model units vary.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/workers-ai/"
        },
        {
          "slug": "langsmith",
          "name": "LangSmith",
          "verdict": "use",
          "price": "Developer $0/seat/month plus usage, up to 5,000 base traces/month. Plus $39/seat/month plus usage.",
          "reason": "A free tier fits under $20 a month.",
          "url": "https://loadedtokens.com/tools/langsmith/"
        }
      ]
    },
    {
      "need": "plumbing",
      "budget": "usage",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "cloudflare-ai-gateway",
          "name": "Cloudflare AI Gateway",
          "verdict": "use",
          "price": "Core features free. New-gateway logs follow Workers Logs billing; Unified Billing credit purchases have a 5% fee. Provider inference costs remain.",
          "reason": "A free tier sits inside a usage-based budget.",
          "url": "https://loadedtokens.com/tools/cloudflare-ai-gateway/"
        },
        {
          "slug": "workers-ai",
          "name": "Cloudflare Workers AI",
          "verdict": "use",
          "price": "10,000 neurons/day free allocation; paid usage above that is $0.011/1,000 neurons on Workers Paid. Model units vary.",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/workers-ai/"
        },
        {
          "slug": "langsmith",
          "name": "LangSmith",
          "verdict": "use",
          "price": "Developer $0/seat/month plus usage, up to 5,000 base traces/month. Plus $39/seat/month plus usage.",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/langsmith/"
        }
      ]
    },
    {
      "need": "plumbing",
      "budget": "usage",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "cloudflare-ai-gateway",
          "name": "Cloudflare AI Gateway",
          "verdict": "use",
          "price": "Core features free. New-gateway logs follow Workers Logs billing; Unified Billing credit purchases have a 5% fee. Provider inference costs remain.",
          "reason": "A free tier sits inside a usage-based budget.",
          "url": "https://loadedtokens.com/tools/cloudflare-ai-gateway/"
        },
        {
          "slug": "workers-ai",
          "name": "Cloudflare Workers AI",
          "verdict": "use",
          "price": "10,000 neurons/day free allocation; paid usage above that is $0.011/1,000 neurons on Workers Paid. Model units vary.",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/workers-ai/"
        },
        {
          "slug": "langsmith",
          "name": "LangSmith",
          "verdict": "use",
          "price": "Developer $0/seat/month plus usage, up to 5,000 base traces/month. Plus $39/seat/month plus usage.",
          "reason": "The public price is usage-based.",
          "url": "https://loadedtokens.com/tools/langsmith/"
        }
      ]
    },
    {
      "need": "plumbing",
      "budget": "any",
      "certainty": "use",
      "relaxed": false,
      "matches": [
        {
          "slug": "cloudflare-ai-gateway",
          "name": "Cloudflare AI Gateway",
          "verdict": "use",
          "price": "Core features free. New-gateway logs follow Workers Logs billing; Unified Billing credit purchases have a 5% fee. Provider inference costs remain.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/cloudflare-ai-gateway/"
        },
        {
          "slug": "workers-ai",
          "name": "Cloudflare Workers AI",
          "verdict": "use",
          "price": "10,000 neurons/day free allocation; paid usage above that is $0.011/1,000 neurons on Workers Paid. Model units vary.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/workers-ai/"
        },
        {
          "slug": "langsmith",
          "name": "LangSmith",
          "verdict": "use",
          "price": "Developer $0/seat/month plus usage, up to 5,000 base traces/month. Plus $39/seat/month plus usage.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/langsmith/"
        }
      ]
    },
    {
      "need": "plumbing",
      "budget": "any",
      "certainty": "open",
      "relaxed": false,
      "matches": [
        {
          "slug": "cloudflare-ai-gateway",
          "name": "Cloudflare AI Gateway",
          "verdict": "use",
          "price": "Core features free. New-gateway logs follow Workers Logs billing; Unified Billing credit purchases have a 5% fee. Provider inference costs remain.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/cloudflare-ai-gateway/"
        },
        {
          "slug": "workers-ai",
          "name": "Cloudflare Workers AI",
          "verdict": "use",
          "price": "10,000 neurons/day free allocation; paid usage above that is $0.011/1,000 neurons on Workers Paid. Model units vary.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/workers-ai/"
        },
        {
          "slug": "langsmith",
          "name": "LangSmith",
          "verdict": "use",
          "price": "Developer $0/seat/month plus usage, up to 5,000 base traces/month. Plus $39/seat/month plus usage.",
          "reason": "No budget filter applied.",
          "url": "https://loadedtokens.com/tools/langsmith/"
        }
      ]
    }
  ]
}