Data edition
2026-08 · 2026-08-30
Automated decision scope
20 in automated verification / 79 catalog models
Current ranking snapshot
2026-08-27 · 395 source records
Latest comparable change edition
2026-07-21 → 2026-08-27
Lifecycle coverage
36 lifecycle states documented / 79 · 20 in automation scope

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 395
  1. Rank 1claude-fable-5Anthropic1507
  2. Rank 2claude-opus-4-6-highAnthropic1505
  3. Rank 3claude-opus-4-7-highAnthropic1502
Published evaluation data2 external public sourcesEdition 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.

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 395. User preference score.

  1. Rank 1
    Source model ID
    claude-fable-5
    Votes cast
    25,824
    License type
    Closed / proprietaryProprietary
    User preference score
    1507Based on anonymous head-to-head comparisons
    Likely score range1,502.41,512.5
    View source
  2. Rank 2
    Source model ID
    claude-opus-4-6-high
    Votes cast
    72,104
    License type
    Closed / proprietaryProprietary
    User preference score
    1505Based on anonymous head-to-head comparisons
    Likely score range1,501.31,508.4
    View source
  3. Rank 3
    Source model ID
    claude-opus-4-7-high
    Votes cast
    60,136
    License type
    Closed / proprietaryProprietary
    User preference score
    1502Based on anonymous head-to-head comparisons
    Likely score range1,498.21,506.0
    View source
  4. Rank 4
    Source model ID
    muse-spark-1.2 (xHigh)
    Votes cast
    3,247
    License type
    Closed / proprietaryProprietary
    User preference score
    1498Based on anonymous head-to-head comparisons
    Likely score range1,487.91,508.8
    View source
  5. Rank 5
    Source model ID
    claude-opus-4-6
    Votes cast
    76,079
    License type
    Closed / proprietaryProprietary
    User preference score
    1497Based on anonymous head-to-head comparisons
    Likely score range1,493.91,500.8
    View source
  6. Rank 6
    Source model ID
    claude-opus-4-7
    Votes cast
    61,282
    License type
    Closed / proprietaryProprietary
    User preference score
    1494Based on anonymous head-to-head comparisons
    Likely score range1,490.51,498.2
    View source
  7. Rank 7
    Source model ID
    claude-opus-5-high
    Votes cast
    31,570
    License type
    Closed / proprietaryProprietary
    User preference score
    1492Based on anonymous head-to-head comparisons
    Likely score range1,487.21,496.6
    View source
  8. Rank 8
    Source model ID
    muse-spark-1.1
    Votes cast
    22,215
    License type
    Closed / proprietaryProprietary
    User preference score
    1490Based on anonymous head-to-head comparisons
    Likely score range1,485.21,495.6
    View source
  9. Rank 9
    Source model ID
    gemini-3.7-flash-high
    Votes cast
    5,720
    License type
    Closed / proprietaryProprietary
    User preference score
    1490Based on anonymous head-to-head comparisons
    Likely score range1,481.91,498.2
    View source
  10. Rank 10

    kimi-k3-max

    Moonshot AI
    Source model ID
    kimi-k3-max
    Votes cast
    16,586
    License type
    Kimi K3 license
    User preference score
    1489Based on anonymous head-to-head comparisons
    Likely score range1,483.21,494.5
    View source
Showing 10 of 395
Independent sourceLMArena395 source-listed model entries · Data retrieved: Aug 28, 2026
LMArena

Monitoring statusLive status unavailableValidated automatic publication

Source data date
OpenGPT retrieved
Ranking last changed

LMArena + LiveBench: validated automatic publication · 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.
79 official model IDs
79
0 with public ranking data
0
79 awaiting comparable data
79
395 source records retained for audit
395
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
Aug 27, 2026
Data retrieved
Aug 28, 2026
License
CC BY 4.0

Original rankingScoring method

LB

LiveBench

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

Source snapshot
LiveBench-2026-06-25
Data retrieved
Aug 30, 2026
License
Apache-2.0 project license; exact new-livebench publication repository does not repeat a LICENSE file

Original rankingScoring method

Method version

A predictable publishing rhythm

OpenGPT checks active model sources every six hours. LMArena and LiveBench publish only after their versioned validation policies pass. Paused sources remain historical and do not enter current rankings.
  1. 01

    6-hour source checks

    LMArena and LiveBench updates publish automatically only after schema, completeness, date, integrity, and anomaly checks. Paused sources stay historical.

  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.