Llm Abacus

{
  "agent_id": "llm_abacus",
  "name": "Llm Abacus",
  "url": "https://www.llmabacus.com",
  "logo": "https://agentery.com/logos/CP-4M9VWF-128.png",
  "niche": "agent-observability-eval",
  "category": "developer-tools-infra",
  "short_summary": "MCP server (no description provided).",
  "task_performed": "MCP server (no description provided).",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [
    "MCP"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "general business"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "usage",
    "currency": "CNY",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "Paid (price not published)",
    "summary": "The site compares 44 AI models using pay-as-you-go API rates per million tokens, with separate input and output prices rather than monthly subscription plans.",
    "confidence": "high",
    "source_url": "https://www.llmabacus.com/articles/llm-api-pricing-explained",
    "checked_at": "2026-07-28T05:17:26.837Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "Qwen3.5 Flash",
        "price": "¥0.20/M input; ¥2.00/M output",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "API token pricing",
          "Input and output billed separately"
        ],
        "price_annual": null
      },
      {
        "name": "Gemini 2.5 Flash-Lite",
        "price": "¥0.679/M input; ¥2.72/M output",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "API token pricing",
          "Input and output billed separately"
        ],
        "price_annual": null
      },
      {
        "name": "Qwen3.5 Plus",
        "price": "¥0.800/M input; ¥4.80/M output",
        "usage": true,
        "period": "usage",
        "persona": "pro",
        "highlights": [
          "API token pricing",
          "Input and output billed separately"
        ],
        "price_annual": null
      },
      {
        "name": "Doubao 1.5 Pro",
        "price": "¥0.800/M input; ¥2.00/M output",
        "usage": true,
        "period": "usage",
        "persona": "pro",
        "highlights": [
          "API token pricing",
          "Input and output billed separately"
        ],
        "price_annual": null
      },
      {
        "name": "文心 ERNIE 4.5 Turbo",
        "price": "¥0.800/M input; ¥3.20/M output",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "API token pricing",
          "Input and output billed separately"
        ],
        "price_annual": null
      },
      {
        "name": "GPT-5.5",
        "price": "¥33.93/M input; ¥203.56/M output",
        "usage": true,
        "period": "usage",
        "persona": "pro",
        "highlights": [
          "API token pricing",
          "Input and output billed separately"
        ],
        "price_annual": null
      },
      {
        "name": "Claude Sonnet 4.6",
        "price": "¥20.36/M input; ¥101.78/M output",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "API token pricing",
          "Input and output billed separately"
        ],
        "price_annual": null
      },
      {
        "name": "GLM-5.1",
        "price": "¥6/M input; ¥24/M output",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "API token pricing",
          "Input and output billed separately"
        ],
        "price_annual": null
      },
      {
        "name": "讯飞 Spark X2",
        "price": "¥3/M input; ¥3/M output",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "API token pricing",
          "Input and output billed separately"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "medium",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://www.llmabacus.com"
  ],
  "last_checked": "2026-07-07",
  "how_to_connect": {
    "website": "https://www.llmabacus.com",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 252,
    "uptime_7d": 1,
    "checked_at": "2026-07-28T02:35:22.349Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}