{
  "schemaVersion": 1,
  "name": "Requesty Data",
  "description": "Monthly open data from the Requesty LLM gateway: coding agents, tool calls, provider errors, latency, caching and reasoning effort.",
  "url": "https://www.requesty.ai/data",
  "data_through": "2026-10",
  "data_through_label": "October 2026",
  "refresh": "Monthly, early in the month after the period closes.",
  "license": {
    "name": "CC BY 4.0",
    "url": "https://creativecommons.org/licenses/by/4.0/"
  },
  "attribution": "Requesty Data, https://www.requesty.ai/data",
  "source": "Requesty production gateway",
  "feeds": {
    "rss": "https://www.requesty.ai/data/feed.xml",
    "llms": "https://www.requesty.ai/data/llms.txt",
    "llms_full": "https://www.requesty.ai/data/llms-full.txt"
  },
  "series": [
    {
      "slug": "coding-agent-adoption",
      "title": "Coding agent adoption",
      "topic": "agentic",
      "topic_label": "Coding agents and tools",
      "question": "Which coding agents do teams run through an LLM gateway?",
      "questions": [
        "Which coding agent is most popular?",
        "What share of developers use Claude Code, OpenCode, Cline or Kilo Code?",
        "Is OpenCode more popular than Claude Code?",
        "Which coding agents are growing fastest?"
      ],
      "latest_period": "2026-10",
      "headline": "OpenCode was used by 61.2% of organizations running a coding agent through Requesty in October 2026, ahead of Claude Code at 21.8%.",
      "url": "https://www.requesty.ai/data/coding-agent-adoption",
      "latest_json": "https://www.requesty.ai/data/coding-agent-adoption/data.json",
      "permalink": "https://www.requesty.ai/data/coding-agent-adoption/2026-10",
      "periods": [
        {
          "period": "2026-05",
          "url": "https://www.requesty.ai/data/coding-agent-adoption/2026-05",
          "json": "https://www.requesty.ai/data/coding-agent-adoption/2026-05/data.json",
          "csv": "https://www.requesty.ai/data/coding-agent-adoption/2026-05/data.csv",
          "md": "https://www.requesty.ai/data/coding-agent-adoption/2026-05/data.md"
        },
        {
          "period": "2026-06",
          "url": "https://www.requesty.ai/data/coding-agent-adoption/2026-06",
          "json": "https://www.requesty.ai/data/coding-agent-adoption/2026-06/data.json",
          "csv": "https://www.requesty.ai/data/coding-agent-adoption/2026-06/data.csv",
          "md": "https://www.requesty.ai/data/coding-agent-adoption/2026-06/data.md"
        },
        {
          "period": "2026-07",
          "url": "https://www.requesty.ai/data/coding-agent-adoption/2026-07",
          "json": "https://www.requesty.ai/data/coding-agent-adoption/2026-07/data.json",
          "csv": "https://www.requesty.ai/data/coding-agent-adoption/2026-07/data.csv",
          "md": "https://www.requesty.ai/data/coding-agent-adoption/2026-07/data.md"
        },
        {
          "period": "2026-08",
          "url": "https://www.requesty.ai/data/coding-agent-adoption/2026-08",
          "json": "https://www.requesty.ai/data/coding-agent-adoption/2026-08/data.json",
          "csv": "https://www.requesty.ai/data/coding-agent-adoption/2026-08/data.csv",
          "md": "https://www.requesty.ai/data/coding-agent-adoption/2026-08/data.md"
        },
        {
          "period": "2026-09",
          "url": "https://www.requesty.ai/data/coding-agent-adoption/2026-09",
          "json": "https://www.requesty.ai/data/coding-agent-adoption/2026-09/data.json",
          "csv": "https://www.requesty.ai/data/coding-agent-adoption/2026-09/data.csv",
          "md": "https://www.requesty.ai/data/coding-agent-adoption/2026-09/data.md"
        },
        {
          "period": "2026-10",
          "url": "https://www.requesty.ai/data/coding-agent-adoption/2026-10",
          "json": "https://www.requesty.ai/data/coding-agent-adoption/2026-10/data.json",
          "csv": "https://www.requesty.ai/data/coding-agent-adoption/2026-10/data.csv",
          "md": "https://www.requesty.ai/data/coding-agent-adoption/2026-10/data.md"
        }
      ],
      "related_archive": [
        "https://www.requesty.ai/data/coding-agent-cost-per-user-may-2025-apr-2026",
        "https://www.requesty.ai/data/coding-agent-cache-hit-rate-apr-2026",
        "https://www.requesty.ai/data/coding-agent-model-share-apr-2026",
        "https://www.requesty.ai/data/coding-agent-error-rate-apr-2026",
        "https://www.requesty.ai/data/coding-agent-finish-reason-apr-2026",
        "https://www.requesty.ai/data/coding-agent-latency-by-provider-apr-2026",
        "https://www.requesty.ai/data/coding-agent-session-depth-apr-2026",
        "https://www.requesty.ai/data/coding-agent-streaming-adoption-apr-2026"
      ]
    },
    {
      "slug": "agent-tool-calls",
      "title": "Tools models call",
      "topic": "agentic",
      "topic_label": "Coding agents and tools",
      "question": "Which tools do LLMs call most often in production?",
      "questions": [
        "What tools do AI agents call most?",
        "What share of LLM requests use tool calling?",
        "Which agent tools are most common: read, bash, edit or web search?"
      ],
      "latest_period": "2026-10",
      "headline": "3.3% of chat requests in October 2026 returned at least one tool call. The most widely called tool name was \"read\", seen at 37.0% of organizations using tools.",
      "url": "https://www.requesty.ai/data/agent-tool-calls",
      "latest_json": "https://www.requesty.ai/data/agent-tool-calls/data.json",
      "permalink": "https://www.requesty.ai/data/agent-tool-calls/2026-10",
      "periods": [
        {
          "period": "2026-07",
          "url": "https://www.requesty.ai/data/agent-tool-calls/2026-07",
          "json": "https://www.requesty.ai/data/agent-tool-calls/2026-07/data.json",
          "csv": "https://www.requesty.ai/data/agent-tool-calls/2026-07/data.csv",
          "md": "https://www.requesty.ai/data/agent-tool-calls/2026-07/data.md"
        },
        {
          "period": "2026-08",
          "url": "https://www.requesty.ai/data/agent-tool-calls/2026-08",
          "json": "https://www.requesty.ai/data/agent-tool-calls/2026-08/data.json",
          "csv": "https://www.requesty.ai/data/agent-tool-calls/2026-08/data.csv",
          "md": "https://www.requesty.ai/data/agent-tool-calls/2026-08/data.md"
        },
        {
          "period": "2026-09",
          "url": "https://www.requesty.ai/data/agent-tool-calls/2026-09",
          "json": "https://www.requesty.ai/data/agent-tool-calls/2026-09/data.json",
          "csv": "https://www.requesty.ai/data/agent-tool-calls/2026-09/data.csv",
          "md": "https://www.requesty.ai/data/agent-tool-calls/2026-09/data.md"
        },
        {
          "period": "2026-10",
          "url": "https://www.requesty.ai/data/agent-tool-calls/2026-10",
          "json": "https://www.requesty.ai/data/agent-tool-calls/2026-10/data.json",
          "csv": "https://www.requesty.ai/data/agent-tool-calls/2026-10/data.csv",
          "md": "https://www.requesty.ai/data/agent-tool-calls/2026-10/data.md"
        }
      ],
      "related_archive": [
        "https://www.requesty.ai/data/tool-call-token-share-april-2026"
      ]
    },
    {
      "slug": "provider-error-rates",
      "title": "Provider error rates",
      "topic": "reliability",
      "topic_label": "Reliability",
      "question": "How often do LLM providers return errors, and what kind?",
      "questions": [
        "Which LLM provider has the fewest errors?",
        "How often do LLM APIs return 5xx errors?",
        "How often do LLM providers rate limit requests (429)?",
        "Are LLM API errors caused by the provider or the client?"
      ],
      "latest_period": "2026-10",
      "headline": "At the median major provider in October 2026, 0.07% of requests failed with a provider 5xx and 0.39% were rate limited with a 429.",
      "url": "https://www.requesty.ai/data/provider-error-rates",
      "latest_json": "https://www.requesty.ai/data/provider-error-rates/data.json",
      "permalink": "https://www.requesty.ai/data/provider-error-rates/2026-10",
      "periods": [
        {
          "period": "2026-05",
          "url": "https://www.requesty.ai/data/provider-error-rates/2026-05",
          "json": "https://www.requesty.ai/data/provider-error-rates/2026-05/data.json",
          "csv": "https://www.requesty.ai/data/provider-error-rates/2026-05/data.csv",
          "md": "https://www.requesty.ai/data/provider-error-rates/2026-05/data.md"
        },
        {
          "period": "2026-06",
          "url": "https://www.requesty.ai/data/provider-error-rates/2026-06",
          "json": "https://www.requesty.ai/data/provider-error-rates/2026-06/data.json",
          "csv": "https://www.requesty.ai/data/provider-error-rates/2026-06/data.csv",
          "md": "https://www.requesty.ai/data/provider-error-rates/2026-06/data.md"
        },
        {
          "period": "2026-07",
          "url": "https://www.requesty.ai/data/provider-error-rates/2026-07",
          "json": "https://www.requesty.ai/data/provider-error-rates/2026-07/data.json",
          "csv": "https://www.requesty.ai/data/provider-error-rates/2026-07/data.csv",
          "md": "https://www.requesty.ai/data/provider-error-rates/2026-07/data.md"
        },
        {
          "period": "2026-08",
          "url": "https://www.requesty.ai/data/provider-error-rates/2026-08",
          "json": "https://www.requesty.ai/data/provider-error-rates/2026-08/data.json",
          "csv": "https://www.requesty.ai/data/provider-error-rates/2026-08/data.csv",
          "md": "https://www.requesty.ai/data/provider-error-rates/2026-08/data.md"
        },
        {
          "period": "2026-09",
          "url": "https://www.requesty.ai/data/provider-error-rates/2026-09",
          "json": "https://www.requesty.ai/data/provider-error-rates/2026-09/data.json",
          "csv": "https://www.requesty.ai/data/provider-error-rates/2026-09/data.csv",
          "md": "https://www.requesty.ai/data/provider-error-rates/2026-09/data.md"
        },
        {
          "period": "2026-10",
          "url": "https://www.requesty.ai/data/provider-error-rates/2026-10",
          "json": "https://www.requesty.ai/data/provider-error-rates/2026-10/data.json",
          "csv": "https://www.requesty.ai/data/provider-error-rates/2026-10/data.csv",
          "md": "https://www.requesty.ai/data/provider-error-rates/2026-10/data.md"
        }
      ],
      "related_archive": [
        "https://www.requesty.ai/data/operational-metrics-by-provider-april-2026",
        "https://www.requesty.ai/data/status-code-distribution-april-2026",
        "https://www.requesty.ai/data/policy-eventual-success-trend-jan-april-2026"
      ]
    },
    {
      "slug": "provider-latency",
      "title": "Time to first token by provider",
      "topic": "latency",
      "topic_label": "Latency",
      "question": "Which LLM provider returns the first token fastest?",
      "questions": [
        "Which LLM API has the lowest latency?",
        "What is the median time to first token for LLM providers?",
        "Which provider streams the most tokens per second?",
        "How long does a full streamed LLM response take?"
      ],
      "latest_period": "2026-10",
      "headline": "Melious had the fastest median time to first token among major providers in October 2026 at 603 ms. The median major provider took 1.71 s.",
      "url": "https://www.requesty.ai/data/provider-latency",
      "latest_json": "https://www.requesty.ai/data/provider-latency/data.json",
      "permalink": "https://www.requesty.ai/data/provider-latency/2026-10",
      "periods": [
        {
          "period": "2026-05",
          "url": "https://www.requesty.ai/data/provider-latency/2026-05",
          "json": "https://www.requesty.ai/data/provider-latency/2026-05/data.json",
          "csv": "https://www.requesty.ai/data/provider-latency/2026-05/data.csv",
          "md": "https://www.requesty.ai/data/provider-latency/2026-05/data.md"
        },
        {
          "period": "2026-06",
          "url": "https://www.requesty.ai/data/provider-latency/2026-06",
          "json": "https://www.requesty.ai/data/provider-latency/2026-06/data.json",
          "csv": "https://www.requesty.ai/data/provider-latency/2026-06/data.csv",
          "md": "https://www.requesty.ai/data/provider-latency/2026-06/data.md"
        },
        {
          "period": "2026-07",
          "url": "https://www.requesty.ai/data/provider-latency/2026-07",
          "json": "https://www.requesty.ai/data/provider-latency/2026-07/data.json",
          "csv": "https://www.requesty.ai/data/provider-latency/2026-07/data.csv",
          "md": "https://www.requesty.ai/data/provider-latency/2026-07/data.md"
        },
        {
          "period": "2026-08",
          "url": "https://www.requesty.ai/data/provider-latency/2026-08",
          "json": "https://www.requesty.ai/data/provider-latency/2026-08/data.json",
          "csv": "https://www.requesty.ai/data/provider-latency/2026-08/data.csv",
          "md": "https://www.requesty.ai/data/provider-latency/2026-08/data.md"
        },
        {
          "period": "2026-09",
          "url": "https://www.requesty.ai/data/provider-latency/2026-09",
          "json": "https://www.requesty.ai/data/provider-latency/2026-09/data.json",
          "csv": "https://www.requesty.ai/data/provider-latency/2026-09/data.csv",
          "md": "https://www.requesty.ai/data/provider-latency/2026-09/data.md"
        },
        {
          "period": "2026-10",
          "url": "https://www.requesty.ai/data/provider-latency/2026-10",
          "json": "https://www.requesty.ai/data/provider-latency/2026-10/data.json",
          "csv": "https://www.requesty.ai/data/provider-latency/2026-10/data.csv",
          "md": "https://www.requesty.ai/data/provider-latency/2026-10/data.md"
        }
      ],
      "related_archive": [
        "https://www.requesty.ai/data/provider-latency-leaderboard-april-2026",
        "https://www.requesty.ai/data/provider-latency-yoy-april-2026",
        "https://www.requesty.ai/data/provider-throughput-density-april-2026",
        "https://www.requesty.ai/data/streaming-ttft-vs-total-april-2026"
      ]
    },
    {
      "slug": "provider-cache-hit-rate",
      "title": "Prompt cache hit rate by provider",
      "topic": "caching",
      "topic_label": "Caching",
      "question": "What share of input tokens do LLM providers serve from prompt cache?",
      "questions": [
        "Which LLM provider has the highest prompt cache hit rate?",
        "What is a typical prompt caching hit rate in production?",
        "How much of my input is served from cache on Anthropic, OpenAI or Bedrock?"
      ],
      "latest_period": "2026-10",
      "headline": "Fireworks served 94.0% of input tokens from cache in October 2026, the highest among major providers. The median major provider served 80.4%.",
      "url": "https://www.requesty.ai/data/provider-cache-hit-rate",
      "latest_json": "https://www.requesty.ai/data/provider-cache-hit-rate/data.json",
      "permalink": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-10",
      "periods": [
        {
          "period": "2026-05",
          "url": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-05",
          "json": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-05/data.json",
          "csv": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-05/data.csv",
          "md": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-05/data.md"
        },
        {
          "period": "2026-06",
          "url": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-06",
          "json": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-06/data.json",
          "csv": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-06/data.csv",
          "md": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-06/data.md"
        },
        {
          "period": "2026-07",
          "url": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-07",
          "json": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-07/data.json",
          "csv": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-07/data.csv",
          "md": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-07/data.md"
        },
        {
          "period": "2026-08",
          "url": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-08",
          "json": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-08/data.json",
          "csv": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-08/data.csv",
          "md": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-08/data.md"
        },
        {
          "period": "2026-09",
          "url": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-09",
          "json": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-09/data.json",
          "csv": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-09/data.csv",
          "md": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-09/data.md"
        },
        {
          "period": "2026-10",
          "url": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-10",
          "json": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-10/data.json",
          "csv": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-10/data.csv",
          "md": "https://www.requesty.ai/data/provider-cache-hit-rate/2026-10/data.md"
        }
      ],
      "related_archive": [
        "https://www.requesty.ai/data/cache-hit-rate-by-provider-april-2026"
      ]
    },
    {
      "slug": "reasoning-effort-mix",
      "title": "Reasoning effort mix",
      "topic": "reasoning",
      "topic_label": "Reasoning",
      "question": "Which reasoning effort level do developers ask for?",
      "questions": [
        "What reasoning_effort do developers use most?",
        "How many API requests set a reasoning effort?",
        "Do developers use high reasoning effort?"
      ],
      "latest_period": "2026-10",
      "headline": "7.0% of chat requests set a reasoning effort in October 2026. Of those, \"low\" was the most requested level at 38.7%.",
      "url": "https://www.requesty.ai/data/reasoning-effort-mix",
      "latest_json": "https://www.requesty.ai/data/reasoning-effort-mix/data.json",
      "permalink": "https://www.requesty.ai/data/reasoning-effort-mix/2026-10",
      "periods": [
        {
          "period": "2026-05",
          "url": "https://www.requesty.ai/data/reasoning-effort-mix/2026-05",
          "json": "https://www.requesty.ai/data/reasoning-effort-mix/2026-05/data.json",
          "csv": "https://www.requesty.ai/data/reasoning-effort-mix/2026-05/data.csv",
          "md": "https://www.requesty.ai/data/reasoning-effort-mix/2026-05/data.md"
        },
        {
          "period": "2026-06",
          "url": "https://www.requesty.ai/data/reasoning-effort-mix/2026-06",
          "json": "https://www.requesty.ai/data/reasoning-effort-mix/2026-06/data.json",
          "csv": "https://www.requesty.ai/data/reasoning-effort-mix/2026-06/data.csv",
          "md": "https://www.requesty.ai/data/reasoning-effort-mix/2026-06/data.md"
        },
        {
          "period": "2026-07",
          "url": "https://www.requesty.ai/data/reasoning-effort-mix/2026-07",
          "json": "https://www.requesty.ai/data/reasoning-effort-mix/2026-07/data.json",
          "csv": "https://www.requesty.ai/data/reasoning-effort-mix/2026-07/data.csv",
          "md": "https://www.requesty.ai/data/reasoning-effort-mix/2026-07/data.md"
        },
        {
          "period": "2026-08",
          "url": "https://www.requesty.ai/data/reasoning-effort-mix/2026-08",
          "json": "https://www.requesty.ai/data/reasoning-effort-mix/2026-08/data.json",
          "csv": "https://www.requesty.ai/data/reasoning-effort-mix/2026-08/data.csv",
          "md": "https://www.requesty.ai/data/reasoning-effort-mix/2026-08/data.md"
        },
        {
          "period": "2026-09",
          "url": "https://www.requesty.ai/data/reasoning-effort-mix/2026-09",
          "json": "https://www.requesty.ai/data/reasoning-effort-mix/2026-09/data.json",
          "csv": "https://www.requesty.ai/data/reasoning-effort-mix/2026-09/data.csv",
          "md": "https://www.requesty.ai/data/reasoning-effort-mix/2026-09/data.md"
        },
        {
          "period": "2026-10",
          "url": "https://www.requesty.ai/data/reasoning-effort-mix/2026-10",
          "json": "https://www.requesty.ai/data/reasoning-effort-mix/2026-10/data.json",
          "csv": "https://www.requesty.ai/data/reasoning-effort-mix/2026-10/data.csv",
          "md": "https://www.requesty.ai/data/reasoning-effort-mix/2026-10/data.md"
        }
      ],
      "related_archive": [
        "https://www.requesty.ai/data/reasoning-token-share-by-provider-april-2026"
      ]
    }
  ],
  "notes": [
    {
      "slug": "operational-metrics-by-provider-october-2026",
      "title": "Operational metrics per provider, October 2026",
      "topic_label": "Reliability and ops",
      "period": "Oct 2026",
      "updated": "2026-11-11",
      "url": "https://www.requesty.ai/data/operational-metrics-by-provider-october-2026",
      "json": "https://www.requesty.ai/data/operational-metrics-by-provider-october-2026/data.json",
      "csv": "https://www.requesty.ai/data/operational-metrics-by-provider-october-2026/data.csv",
      "supersedes": "https://www.requesty.ai/data/operational-metrics-by-provider-april-2026"
    },
    {
      "slug": "provider-latency-leaderboard-october-2026",
      "title": "Latency leaderboard, October 2026 (top 10 providers by volume)",
      "topic_label": "Latency and performance",
      "period": "Oct 2026",
      "updated": "2026-11-11",
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