Independent model decisions

AI model rankings

Shortlist exact model versions from public evidence, compare them on one basis, then verify the choice on your own task.

User preference scoreLMArena · Showing 3 of 402
  1. Rank 1claude-fable-5Anthropic1506
  2. Rank 2claude-opus-4-6-highAnthropic1505
  3. Rank 3claude-opus-4-7-highAnthropic1502
Published evaluation data2 external public sourcesLMArena · Edition data cutoff

OpenGPT organizes published third-party evaluation data; it did not rerun these tests. Use the rankings to shortlist models, then validate them on your own work.

Data edition
2026-10Published ·
Automated decision scope
14 in automated verification / 91 catalog modelsData cutoff · 2026-10-01
Current ranking snapshot · LMArena
2026-09-13 · 402 source records
Latest comparable change edition · LMArena
2026-07-21 → 2026-09-13
Lifecycle coverage
56 lifecycle states documented / 91 · 14 in automation scopeData cutoff · 2026-10-01

Choose a ranking metric

Start with the decision you need to make. Each scenario opens the most relevant published ranking signal. The original source and scale remain visible.

Choose what to show

Show every publisher record with its source model ID or source name, including aliases and run configurations. Source ranks are preserved; ties can still cause rank numbers to skip.

User preference score. LMArena’s complete latest style-controlled overall ranking. Every publisher record keeps its source model ID; a provider-documented model ID appears separately when available.

Compared with previous edition Jul 21, 2026. Same source and method. Rank movement is relative; it does not by itself prove a change in model quality.

Showing 10 of 402. User preference score.

  1. Rank 1
    Model ID
    claude-fable-5
    Votes cast
    30,057
    License type
    Closed / proprietaryProprietary
    User preference score
    1506Based on anonymous head-to-head comparisons
    Likely score range1,500.9–1,510.4
    Review match evidence · View source
  2. Rank 2
    Source model ID
    claude-opus-4-6-high
    Votes cast
    71,993
    License type
    Closed / proprietaryProprietary
    User preference score
    1505Based on anonymous head-to-head comparisons
    Likely score range1,501.0–1,508.1
    View source
  3. Rank 3
    Source model ID
    claude-opus-4-7-high
    Votes cast
    60,002
    License type
    Closed / proprietaryProprietary
    User preference score
    1502Based on anonymous head-to-head comparisons
    Likely score range1,497.9–1,505.6
    View source
  4. Rank 4
    Source model ID
    muse-spark-1.2 (xHigh)
    Votes cast
    3,227
    License type
    Closed / proprietaryProprietary
    User preference score
    1500Based on anonymous head-to-head comparisons
    Likely score range1,489.1–1,510.1
    View source
  5. Rank 5
    Source model ID
    claude-fable-5.1-max
    Votes cast
    5,783
    License type
    Closed / proprietaryProprietary
    User preference score
    1498Based on anonymous head-to-head comparisons
    Likely score range1,490.3–1,506.6
    View source
  6. Rank 6
    Source model ID
    claude-opus-4-6
    Votes cast
    75,878
    License type
    Closed / proprietaryProprietary
    User preference score
    1497Based on anonymous head-to-head comparisons
    Likely score range1,493.9–1,500.8
    View source
  7. Rank 7
    Source model ID
    claude-opus-4-7
    Votes cast
    61,128
    License type
    Closed / proprietaryProprietary
    User preference score
    1494Based on anonymous head-to-head comparisons
    Likely score range1,490.6–1,498.3
    View source
  8. Rank 8
    Source model ID
    muse-spark-1.3-max
    Votes cast
    4,723
    License type
    Closed / proprietaryProprietary
    User preference score
    1493Based on anonymous head-to-head comparisons
    Likely score range1,484.3–1,502.0
    View source
  9. Rank 9
    Source model ID
    gemini-3.8-flash-high
    Votes cast
    5,076
    License type
    Closed / proprietaryProprietary
    User preference score
    1493Based on anonymous head-to-head comparisons
    Likely score range1,484.4–1,501.6
    View source
  10. Rank 10
    Source model ID
    claude-opus-5-high
    Votes cast
    42,617
    License type
    Closed / proprietaryProprietary
    User preference score
    1493Based on anonymous head-to-head comparisons
    Likely score range1,488.7–1,497.1
    View source
Showing 10 of 402
Independent sourceLMArena402 source-listed model entries · Data retrieved: Sep 19, 2026
LMArena

Monitoring statusLive status unavailablePublished through a reviewed release

Source data date
OpenGPT retrieved
Ranking last changed

LMArena + LiveBench: reviewed releases · Paused sources: historical only

Ranking methodEach view preserves the source’s metric, release, and methodology. Follow the links to audit the underlying work.

Ranking basis

Full published ranking and official model IDs

The main ranking preserves every publisher record and shows its source model ID or source name. Every row can be compared: exact, configuration-safe mappings use official versions; all other rows stay within one source ranking. Missing data never becomes a zero score.
91 official model IDs
91
6 with public ranking data
6
85 awaiting comparable data
85
LMArena · 402 source records retained for audit
402
Model directory

Ranking basis

How to read this research edition

  • Scores stay on their original publisher scales. They are not combined into a composite score.

  • Missing data does not mean zero. It means the publisher did not report that metric for this snapshot.

  • When a source reports model settings, the position applies to that exact setup and source release—not every task, region, or deployment.

  • No provider can pay for placement. OpenGPT links directly to the evidence used.

Ranking basis

Data and sources

Each view preserves the source’s metric, release, and methodology. Follow the links to audit the underlying work.
AR

LMArena

The complete latest style-controlled overall ranking, based on users comparing two model answers side by side.

Leaderboard publication date
Sep 13, 2026
Data retrieved
Sep 19, 2026
License
CC BY 4.0

Original ranking ↗Scoring method ↗

LB

LiveBench

Twenty-three objective tasks across seven categories; questions refresh every six months.

Source snapshot
LiveBench-2026-06-25
Data retrieved
Oct 17, 2026
License
Apache-2.0 project license; exact new-livebench publication repository does not repeat a LICENSE file

Original ranking ↗Scoring method ↗

Method version

A predictable publishing rhythm

OpenGPT checks active model sources every six hours. Public rankings change only through reviewed releases; paused sources remain historical.
  1. 01

    6-hour source checks

    LMArena and LiveBench updates are collected and validated automatically as review candidates. Public rankings change only after the snapshot and its exact release have passed review.

  2. 02

    Weekly change summary

    Summarize meaningful ranking, model, and source changes in one reviewable update.

  3. 03

    Monthly history snapshot

    Freeze a dated snapshot with exact configurations, source releases, and corrections.