Arena ranking
Agent Steerability Leaderboard
Browse Agent Steerability results, model ratings and supporting selection context.
Data as of 2026-09-08
Agent Steerability Ranking
This source leaderboard ranking orders models by their original Arena rank rather than an aggregated benchmark score.
Sort by
Rank | Model | Source Agent score | LLMBoard Score | Observations | Official input / 1M | Output speed |
|---|
| Rank01 | ModelAN | Source Agent score16.09% | LLMBoard ScoreN/A | Observations21.3K | Official input / 1M$5 | Output speed62.88 tok/s |
| Rank02 | ModelAN | Source Agent score12.59% | LLMBoard ScoreN/A | Observations27.2K | Official input / 1M$5 | Output speed42.00 tok/s |
| Rank03 | ModelAN | Source Agent score11.89% | LLMBoard ScoreN/A | Observations27.9K | Official input / 1M$10 | Output speed43.18 tok/s |
| Rank04 | ModelAN | Source Agent score11.52% | LLMBoard ScoreN/A | Observations19.8K | Official input / 1M$2 | Output speed42.00 tok/s |
| Rank05 | ModelOP | Source Agent score8.88% | LLMBoard ScoreN/A | Observations26.4K | Official input / 1M$4 | Output speed2.36 tok/s |
| Rank06 | ModelOP | Source Agent score8.54% | LLMBoard ScoreN/A | Observations43.5K | Official input / 1M$5 | Output speed134.94 tok/s |
| Rank07 | ModelOP | Source Agent score8.54% | LLMBoard ScoreN/A | Observations18.2K | Official input / 1M$2 | Output speed99.35 tok/s |
| Rank08 | ModelMA | Source Agent score7.73% | LLMBoard ScoreN/A | Observations5.8K | Official input / 1M$0.95 | Output speed1.24 tok/s |
| Rank09 | ModelAN | Source Agent score7.27% | LLMBoard ScoreN/A | Observations28.3K | Official input / 1M$5 | Output speed42.00 tok/s |
| Rank10 | ModelXA | Source Agent score6.84% | LLMBoard ScoreN/A | Observations26.9K | Official input / 1M$2 | Output speed80.00 tok/s |
| Rank11 | ModelMA | Source Agent score4.68% | LLMBoard ScoreN/A | Observations5.8K | Official input / 1M$0.95 | Output speedN/A |
| Rank12 | ModelAN | Source Agent score4.58% | LLMBoard ScoreN/A | Observations34.3K | Official input / 1M$5 | Output speed123.15 tok/s |
| Rank13 | ModelZA | Source Agent score4.48% | LLMBoard ScoreN/A | Observations52.5K | Official input / 1M$1.4 | Output speed3.96 tok/s |
| Rank14 | ModelOP | Source Agent score4.16% | LLMBoard ScoreN/A | Observations60.5K | Official input / 1M$2.5 | Output speed50.00 tok/s |
| Rank15 | ModelAC | Source Agent score4.15% | LLMBoard ScoreN/A | Observations17.1K | Official input / 1M$2 | Output speed60.87 tok/s |
| Rank16 | ModelXA | Source Agent score3.86% | LLMBoard ScoreN/A | Observations15K | Official input / 1M$2 | Output speed132.69 tok/s |
| Rank17 | ModelOP | Source Agent score1.83% | LLMBoard ScoreN/A | Observations18.5K | Official input / 1M$0.20 | Output speed41.87 tok/s |
| Rank18 | ModelMA | Source Agent score1.24% | LLMBoard ScoreN/A | Observations80.6K | Official input / 1M$3 | Output speedN/A |
| Rank19 | ModelDE | Source Agent score0.67% | LLMBoard ScoreN/A | Observations22K | Official input / 1MN/A | Output speed45.48 tok/s |
| Rank20 | ModelZA | Source Agent score0.63% | LLMBoard ScoreN/A | Observations43.7K | Official input / 1M$1.4 | Output speed472.69 tok/s |
| Rank21 | ModelAN | Source Agent score0.58% | LLMBoard ScoreN/A | Observations1.2K | Official input / 1M$10 | Output speed7.67 tok/s |
| Rank22 | ModelZA | Source Agent score0.23% | LLMBoard ScoreN/A | Observations15.1K | Official input / 1M$0.075 | Output speed74.28 tok/s |
| Rank23 | ModelDE | Source Agent score0.02% | LLMBoard ScoreN/A | Observations45.1K | Official input / 1M$0.14 | Output speed15.91 tok/s |
| Rank24 | ModelTE | Source Agent score-0.10% | LLMBoard ScoreN/A | Observations5.9K | Official input / 1MN/A | Output speedN/A |
| Rank25 | ModelTE | Source Agent score-0.15% | LLMBoard ScoreN/A | Observations11.8K | Official input / 1MN/A | Output speedN/A |
| Rank26 | ModelAC | Source Agent score-0.39% | LLMBoard ScoreN/A | Observations15.3K | Official input / 1MN/A | Output speedN/A |
| Rank27 | ModelMA | Source Agent score-0.50% | LLMBoard ScoreN/A | Observations5.5K | Official input / 1M$1.5 | Output speedN/A |
| Rank28 | ModelAN | Source Agent score-0.99% | LLMBoard ScoreN/A | Observations39K | Official input / 1M$3 | Output speed7.67 tok/s |
| Rank29 | ModelAC | Source Agent score-1.18% | LLMBoard ScoreN/A | Observations8.2K | Official input / 1MN/A | Output speedN/A |
| Rank30 | ModelZA | Source Agent score-1.27% | LLMBoard ScoreN/A | Observations51.6K | Official input / 1M$1.4 | Output speedN/A |
Source leaderboard overview
This leaderboard overview compares the source ranking, score gaps and observed task volume.
Ranked models49
SignalAgent score
Agent score and confidence
Use confidence and observed task volume to judge how firmly each leaderboard position is supported; these source proportions remain separate from benchmark coverage.
16.09%
12.59%
11.89%
11.52%
8.88%
8.54%
8.54%
7.73%
6.84%
Agent Steerability Leaderboard Vendor Mix
Vendor representation among the top-ranked models in this leaderboard.
Top-entry vendor mix
25 modelsThe Top AI Models for Agent Steerability
A practical summary of the first five entries in this agent steerability AI model leaderboard, with benchmark evidence and pricing kept in context.
About this leaderboard ranking
Common questions about the Agent Steerability Leaderboard.
What is the top model on Agent Steerability Leaderboard?
Claude Opus 5 is currently ranked first with 16.09 Agent score.
What are the top three models on Agent Steerability Leaderboard?
The current leaders are Claude Opus 5 (rank #1), Claude Opus 4.8 (rank #2), and Claude Fable 5 (rank #3).
Which ranked model has the lowest official input price?
GLM 5.3 Flash has the lowest matched official input price at $0.075 per 1M tokens.
Which models are fastest on this leaderboard?
The fastest matched records are GLM 5.3 (472.69 tok/s via FriendliAI), Gemini 3.5 Flash (210.94 tok/s via Google), and GPT-5.5 (134.94 tok/s via OpenAI).
Does the top source result mean the model is best at every task?
No. Source Arena results describe a particular task or preference signal. Capability benchmarks, prices and runtime can produce different rankings.