Arena benchmark
LM Arena Agent Praise Complaint Leaderboard
LM Arena Agent Praise Complaint model ratings and results.
Updated Aug 17, 2026. Data as of 2026-08-17
Models40
Categories1
Result typeagent_score
Agent Praise Complaint Ranking
Models are ordered by their Arena rank.
Sort by
Rank | Model | Organization | Rating / score | Votes | Observations | Result date |
|---|
| Rank01 | ModelAN | Organizationanthropic | Rating / score0.3 | VotesN/A | Observations5.1K | Result date |
| Rank02 | ModelOP | Organizationopenai | Rating / score0.2 | VotesN/A | Observations4.4K | Result date |
| Rank04 | ModelMA | Organizationmoonshot | Rating / score0.2 | VotesN/A | Observations8.9K | Result date |
| Rank05 | ModelAN | Organizationanthropic | Rating / score0.2 | VotesN/A | Observations3.8K | Result date |
| Rank07 | ModelAN | Organizationanthropic | Rating / score0.2 | VotesN/A | Observations5.3K | Result date |
| Rank08 | ModelOP | Organizationopenai | Rating / score0.1 | VotesN/A | Observations11.4K | Result date |
| Rank09 | ModelAN | Organizationanthropic | Rating / score0.1 | VotesN/A | Observations6.3K | Result date |
| Rank11 | ModelAC | Organizationalibaba | Rating / score0.1 | VotesN/A | Observations2K | Result date |
| Rank13 | ModelZA | Organizationzai | Rating / score0.1 | VotesN/A | Observations10.5K | Result date |
| Rank14 | ModelAN | Organizationanthropic | Rating / score0.1 | VotesN/A | Observations8K | Result date |
| Rank15 | ModelAN | Organizationanthropic | Rating / score0.1 | VotesN/A | Observations9.3K | Result date |
| Rank16 | ModelOP | Organizationopenai | Rating / score0.1 | VotesN/A | Observations2.4K | Result date |
| Rank18 | ModelXA | Organizationxai | Rating / score0.1 | VotesN/A | Observations6.4K | Result date |
| Rank19 | ModelOP | Organizationopenai | Rating / score0.0 | VotesN/A | Observations15K | Result date |
| Rank20 | ModelGO | Organizationgoogle | Rating / score0.0 | VotesN/A | Observations23.5K | Result date |
| Rank21 | ModelOP | Organizationopenai | Rating / score0.0 | VotesN/A | Observations3.9K | Result date |
| Rank22 | ModelMA | Organizationmoonshot | Rating / score0.0 | VotesN/A | Observations1.7K | Result date |
| Rank23 | ModelDE | Organizationdeepseek | Rating / score0.0 | VotesN/A | Observations8K | Result date |
| Rank24 | ModelMA | Organizationmoonshot | Rating / score0.0 | VotesN/A | Observations1.8K | Result date |
| Rank26 | ModelTE | Organizationtencent | Rating / score0.0 | VotesN/A | Observations2.6K | Result date |
| Rank27 | ModelAN | Organizationanthropic | Rating / score0.0 | VotesN/A | Observations9.6K | Result date |
| Rank28 | ModelZA | Organizationzai | Rating / score0.0 | VotesN/A | Observations15.2K | Result date |
| Rank29 | ModelGO | Organizationgoogle | Rating / score-0.0 | VotesN/A | Observations25.8K | Result date |
| Rank30 | ModelDE | Organizationdeepseek | Rating / score-0.0 | VotesN/A | Observations8.4K | Result date |
| Rank31 | ModelGO | Organizationgoogle | Rating / score-0.0 | VotesN/A | Observations10.7K | Result date |
| Rank33 | ModelAC | Organizationalibaba | Rating / score-0.0 | VotesN/A | Observations8.3K | Result date |
| Rank34 | ModelME | Organizationmeta | Rating / score-0.0 | VotesN/A | Observations16.8K | Result date |
| Rank36 | ModelXI | Organizationxiaomi | Rating / score-0.1 | VotesN/A | Observations7.5K | Result date |
| Rank37 | ModelMI | Organizationminimax | Rating / score-0.1 | VotesN/A | Observations7.9K | Result date |
| Rank38 | ModelDE | Organizationdeepseek | Rating / score-0.1 | VotesN/A | Observations6.2K | Result date |
| Rank39 | ModelAC | Organizationalibaba | Rating / score-0.1 | VotesN/A | Observations4.3K | Result date |
| Rank40 | ModelMA | Organizationmistral | Rating / score-0.1 | VotesN/A | Observations1.1K | Result date |
| Rank41 | ModelGO | Organizationgoogle | Rating / score-0.1 | VotesN/A | Observations22.4K | Result date |
| Rank42 | ModelXA | Organizationxai | Rating / score-0.1 | VotesN/A | Observations14.1K | Result date |
| Rank43 | ModelXA | Organizationxai | Rating / score-0.1 | VotesN/A | Observations16K | Result date |
| Rank44 | ModelGO | Organizationgoogle | Rating / score-0.1 | VotesN/A | Observations5.2K | Result date |
| Rank45 | ModelNV | Organizationnvidia | Rating / score-0.1 | VotesN/A | Observations924 | Result date |
| Rank46 | ModelMI | Organizationminimax | Rating / score-0.2 | VotesN/A | Observations4.4K | Result date |
| Rank47 | ModelUP | Organizationupstage | Rating / score-0.2 | VotesN/A | Observations805 | Result date |
| Rank49 | ModelTHInklingThinkingmachines | Organizationthinky | Rating / score-0.2 | VotesN/A | Observations7.7K | Result date |
Agent Praise Complaint Rating Distribution
A closer view of the leading model ratings.
The Top AI Models for Agent Praise Complaint
The first five models in this source ranking, with price and output speed included when a canonical model match is available.
Ranking basisThis agent praise complaint AI model leaderboard uses the source agent score and Arena rank. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01ANClaude Fable 5Anthropic
- agent score
- 0.25
- Price
- $10 input / $50 output per 1M tokens
- Speed
- Up to 9.1 tok/s via Anthropic
Strengths
- Ranks #1 on Agent Praise Complaint
- 5,077 observations support the result
- Matched official PAYG token pricing is available
Considerations
- Arena results are independent from the LLMBoard capability score
- 02OPGPT-5.6 SolOpenAI
- agent score
- 0.23
- Price
- $5.0 input / $30 output per 1M tokens
- Speed
- Up to 27 tok/s via OpenAI
Strengths
- Ranks #2 on Agent Praise Complaint
- 4,369 observations support the result
- Matched official PAYG token pricing is available
Considerations
- Arena results are independent from the LLMBoard capability score
- 04MAKimi K3Moonshot AI
- agent score
- 0.20
- Price
- $3.0 input / $15 output per 1M tokens
- Speed
- Up to 26 tok/s via Fireworks
Strengths
- Ranks #4 on Agent Praise Complaint
- 8,906 observations support the result
- Matched official PAYG token pricing is available
Considerations
- Arena results are independent from the LLMBoard capability score
- 05ANClaude Opus 5Anthropic
- agent score
- 0.19
- Price
- $5.0 input / $25 output per 1M tokens
- Speed
- Up to 3.3 tok/s via Anthropic
Strengths
- Ranks #5 on Agent Praise Complaint
- 3,781 observations support the result
- Matched official PAYG token pricing is available
Considerations
- Arena results are independent from the LLMBoard capability score
- 07ANClaude Sonnet 5Anthropic
- agent score
- 0.15
- Price
- $2.0 input / $10 output per 1M tokens
- Speed
- Up to 11 tok/s via Anthropic
Strengths
- Ranks #7 on Agent Praise Complaint
- 5,261 observations support the result
- Matched official PAYG token pricing is available
Considerations
- Arena results are independent from the LLMBoard capability score
Selection summary
Best AI Models for Agent Praise Complaint
Claude Fable 5 currently leads Agent Praise Complaint at 0.25. The best AI model for this use case may change when price, speed and independent benchmark capability are considered.
Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.
What is the Agent Praise Complaint Arena?
What Agent Praise Complaint measures and how to read its results.
Agent Praise Complaint reports agent score values and currently defines 1 evaluation category.
Arena results are preference or task-outcome signals. They are not automatically equivalent to capability benchmark scores.
FAQ
Common questions about Agent Praise Complaint.
Which model leads Agent Praise Complaint?
Claude Fable 5 is currently ranked first.
What does Agent Praise Complaint measure?
This Arena reports agent score values across 1 configured evaluation category.
Does this result affect the LLMBoard score?
No. Arena results remain a separate preference or task-outcome signal.
How many models are included?
40 model results are currently shown.