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paired-eval

↗ alloevil.github.io/paired-eval official website

A zero-dependency Python package for statistically paired A/B evaluation of LLM models, agents, and harnesses, combining programmatic gates with rubric scoring…

agent framework
Agentery price verdictNo pricing observed
Billing model—
Last observation—pricing pages rechecked daily
Website liveness23 Oct 2026alive · separate from pricing

What it does

The specific capability behind this listing, and where to get it.

paired-eval

A zero-dependency Python package for statistically paired A/B evaluation of LLM models, agents, and harnesses, combining programmatic gates with rubric scoring…

Agentery has not yet captured structured capability detail for this provider.

Official paired-eval links

Price status · observed daily

No public commercial pricing observed.

No price does not imply the product is free. Any code-host platform pricing is excluded.

Is paired-eval good value?

Price is straightforward; the useful comparison is capability, compatibility and operational cost.

No price benchmark

No public commercial pricing observed.

Agentery has not observed a public price for this provider. No price does not mean free.

Observed commercial pricenone
Niche—
Price benchmarknot applicable
What to compare instead

Check capability before deciding

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paired-eval's local market

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See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
  "agent_id": "paired_eval",
  "name": "paired-eval",
  "url": "https://alloevil.github.io/paired-eval/",
  "logo": "https://www.google.com/s2/favicons?domain=alloevil.github.io&sz=128",
  "niche": null,
  "category": null,
  "short_summary": "A zero-dependency Python package for statistically paired A/B evaluation of LLM models, agents, and harnesses, combining programmatic gates with rubric scoring…",
  "task_performed": "unclear",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [],
  "protocols_or_interfaces": [],
  "industry_fit": [],
  "autonomy_level": "unclear",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "free",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "Free",
    "commercial": {
      "currency": "USD",
      "lines": [
        {
          "name": "Free",
          "price": "0USD",
          "kind": "free",
          "billed": "monthly"
        }
      ]
    },
    "summary": "Free. The project is offered at $0 with no recurring billing period publicly specified.",
    "confidence": "medium",
    "source_url": "https://alloevil.github.io/paired-eval/",
    "checked_at": "2026-10-23T02:38:35.490Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "Free",
        "price": "0USD",
        "period": null,
        "persona": "free",
        "highlights": [
          "MIT licensed",
          "Installable with pip"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "agent_framework",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://alloevil.github.io/paired-eval/"
  ],
  "last_checked": "2026-10-23",
  "profile_checked": null,
  "price_checked": "2026-10-23",
  "how_to_connect": {
    "website": "https://alloevil.github.io/paired-eval/",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [],
    "install": null,
    "repository": null
  },
  "deployment": {
    "model": "unknown",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
    "evidence": null
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://alloevil.github.io/paired-eval/",
      "last_observed_day": "2026-10-23",
      "age_days": 1,
      "verified_day": null,
      "note": "from the listing's current price record; no separate page-text verification is held"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": null,
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 187,
    "uptime_7d": 1,
    "checked_at": "2026-10-23T02:41:20.106Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}