Benchmarks
Compare AI models
Pick two models to see release dates, benchmark scores, and community ratings side by side.
Frontier benchmarks
Frontier board
6 releases. Five ways to compare.
Selected for recent releases and benchmark coverage, not a single overall rank. Each column sorts the same models by its own score. No reading means no bar.
○ Independent evaluation · ◆ Vendor or self-reported, labeled per reading.
Coding
BenchLM · 0 to 100
- Claude Fable 5.176.82Independent
Anthropic
- GPT-6 Astra75.43Independent
OpenAI
- Gemini 4 Argon71.22Independent
Google DeepMind
- GPT-6.1 Sol70.86Independent
OpenAI
- Claude Opus 570.68Independent
Anthropic
Moonshot AI
Agentic
BenchLM · 0 to 100
- Claude Fable 5.180.86Independent
Anthropic
- Claude Opus 579.14Independent
Anthropic
- GPT-6.1 Sol75.88Independent
OpenAI
- Gemini 4 Argon75.13Independent
Google DeepMind
- GPT-6 Astra72.21Independent
OpenAI
Moonshot AI
Reasoning
BenchLM · 0 to 100
- GPT-6 Astra93.3Independent
OpenAI
- GPT-6.1 Sol90.5Independent
OpenAI
- Claude Fable 5.185.2Independent
Anthropic
- Claude Opus 581Independent
Anthropic
Moonshot AI
- Gemini 4 ArgonNot reported
Google DeepMind
Knowledge
BenchLM · 0 to 100
- Claude Fable 5.186.38Independent
Anthropic
- GPT-6 Astra85.67Independent
OpenAI
- GPT-6.1 Sol85.48Independent
OpenAI
- Claude Opus 581.62Independent
Anthropic
- Gemini 4 Argon78.73Independent
Google DeepMind
Moonshot AI
Arena
LM Arena · Elo
- Gemini 4 Argon1,524.77Independent
Google DeepMind
- Claude Fable 5.11,500.57Independent
Anthropic
- Claude Opus 51,489.85Independent
Anthropic
Moonshot AI
- GPT-6.1 Sol1,483.96Independent
OpenAI
- GPT-6 Astra1,476.72Independent
OpenAI
Score links open the source; hover for capture details. Bar lengths start at zero. Arena lengths use the full public board maximum.
The shape of the scores
First three featured models. Toggle a name to isolate a line. Missing readings leave gaps, not zeroes.
3 of 3 series shown.
Axes share drawing space, not meaning. Arena is Elo divided by the current board maximum; it is not a percentage accuracy.
The newest arrival
Released 2026-10-14 · At least two readings
No predecessor is linked in the catalog yet. We do not infer a generation jump from a name.
Latest release with linked lineage
Claude Fable 5.1 vs Claude Fable 5
Latest snapshots, not a controlled before-and-after trial. Capture dates and evaluation setups may differ.
View as table
| Model | Metric | Score / provenance | Captured | Source label / votes |
|---|---|---|---|---|
| Claude Fable 5.1 | CodingBenchLM.ai | 76.82Independent | 2026-10-14 | Claude Fable 5.1 |
| GPT-6 Astra | CodingBenchLM.ai | 75.43Independent | 2026-10-14 | GPT-6 Astra |
| Gemini 4 Argon | CodingBenchLM.ai | 71.22Independent | 2026-10-14 | Gemini 4 Argon |
| GPT-6.1 Sol | CodingBenchLM.ai | 70.86Independent | 2026-10-14 | GPT-6.1 Sol |
| Claude Opus 5 | CodingBenchLM.ai | 70.68Independent | 2026-10-14 | Claude Opus 5 |
| Kimi K3 | CodingBenchLM.ai | 58.99Independent | 2026-10-14 | Kimi K3 |
| Claude Fable 5.1 | AgenticBenchLM.ai | 80.86Independent | 2026-10-14 | Claude Fable 5.1 |
| Claude Opus 5 | AgenticBenchLM.ai | 79.14Independent | 2026-10-14 | Claude Opus 5 |
| GPT-6.1 Sol | AgenticBenchLM.ai | 75.88Independent | 2026-10-14 | GPT-6.1 Sol |
| Gemini 4 Argon | AgenticBenchLM.ai | 75.13Independent | 2026-10-14 | Gemini 4 Argon |
| GPT-6 Astra | AgenticBenchLM.ai | 72.21Independent | 2026-10-14 | GPT-6 Astra |
| Kimi K3 | AgenticBenchLM.ai | 70.49Independent | 2026-10-14 | Kimi K3 |
| GPT-6 Astra | ReasoningBenchLM.ai | 93.3Independent | 2026-10-14 | GPT-6 Astra |
| GPT-6.1 Sol | ReasoningBenchLM.ai | 90.5Independent | 2026-10-14 | GPT-6.1 Sol |
| Claude Fable 5.1 | ReasoningBenchLM.ai | 85.2Independent | 2026-10-14 | Claude Fable 5.1 |
| Claude Opus 5 | ReasoningBenchLM.ai | 81Independent | 2026-10-14 | Claude Opus 5 |
| Kimi K3 | ReasoningBenchLM.ai | 70Independent | 2026-10-14 | Kimi K3 |
| Gemini 4 Argon | ReasoningBenchLM.ai | Not reported | Not reported | Not reported |
| Claude Fable 5.1 | KnowledgeBenchLM.ai | 86.38Independent | 2026-10-14 | Claude Fable 5.1 |
| GPT-6 Astra | KnowledgeBenchLM.ai | 85.67Independent | 2026-10-14 | GPT-6 Astra |
| GPT-6.1 Sol | KnowledgeBenchLM.ai | 85.48Independent | 2026-10-14 | GPT-6.1 Sol |
| Claude Opus 5 | KnowledgeBenchLM.ai | 81.62Independent | 2026-10-14 | Claude Opus 5 |
| Gemini 4 Argon | KnowledgeBenchLM.ai | 78.73Independent | 2026-10-14 | Gemini 4 Argon |
| Kimi K3 | KnowledgeBenchLM.ai | 68.5Independent | 2026-10-14 | Kimi K3 |
| Gemini 4 Argon | ArenaLM Arena | 1,524.77Independent | 2026-10-14 | gemini-4-argon-high4,903 votes |
| Claude Fable 5.1 | ArenaLM Arena | 1,500.57Independent | 2026-10-14 | claude-fable-5.1-max14,121 votes |
| Claude Opus 5 | ArenaLM Arena | 1,489.85Independent | 2026-10-14 | claude-opus-5-high65,663 votes |
| Kimi K3 | ArenaLM Arena | 1,488.1Independent | 2026-10-14 | kimi-k3-max32,036 votes |
| GPT-6.1 Sol | ArenaLM Arena | 1,483.96Independent | 2026-10-14 | gpt-6.1-sol-max5,762 votes |
| GPT-6 Astra | ArenaLM Arena | 1,476.72Independent | 2026-10-14 | gpt-6-astra-max11,674 votes |
| Model | Metric / source | Score / provenance | Captured |
|---|---|---|---|
| Claude Fable 5.1 | Humanity's Last ExamEpoch AI | 46.5Independent | 2026-10-14 |
| Claude Fable 5.1 | GDP.pdfEpoch AI | 29.6Independent | 2026-10-14 |
| GPT-6 Astra | Humanity's Last ExamEpoch AI | 54.8Independent | 2026-10-14 |
| Claude Opus 5 | MultimodalGroundedBenchLM.ai | 92.2Independent | 2026-10-14 |
| Claude Opus 5 | GDP.pdfEpoch AI | 24Independent | 2026-10-14 |
| Kimi K3 | MultimodalGroundedBenchLM.ai | 92.6Independent | 2026-10-14 |
- Provider
- OpenAI-
- Out yet?
- Yes-
- Status
- Available-
- Release date
- Jul 9, 2026-
- LM Arena?LM Arena's Elo-style rating from blind head-to-head votes: people compare two anonymous model answers and pick the better one. Higher is better.
- 1452.5Verify at LM ArenaOct 14, 2026-
- Agentic?BenchLM.ai's score for multi-step agentic work - planning, tool use, and acting autonomously, normalized 0–100 across multiple benchmarks. Higher is better.
- 56.26Verify at BenchLM.aiOct 14, 2026-
- Coding?BenchLM.ai's score for code generation and software-engineering tasks, normalized 0–100 across multiple benchmarks. Higher is better.
- 61.67Verify at BenchLM.aiOct 14, 2026-
- Knowledge?BenchLM.ai's score for factual knowledge and question answering, normalized 0–100 across multiple benchmarks. Higher is better.
- 64.53Verify at BenchLM.aiOct 14, 2026-
- MultimodalGrounded?BenchLM.ai's score for understanding grounded in images and documents, normalized 0–100 across multiple benchmarks. Higher is better.
- 79.6Verify at BenchLM.aiOct 14, 2026-
- Reasoning?BenchLM.ai's score for logic and multi-step reasoning problems, normalized 0–100 across multiple benchmarks. Higher is better.
- 58.2Verify at BenchLM.aiOct 14, 2026-
- GDP.pdf?Epoch AI's GDP.pdf benchmark: extracting and analyzing information from real-world PDF documents. Higher is better.Epoch AI
- 22.7Verify at Epoch AIAug 25, 2026-
- HealthBench?OpenAI's HealthBench evaluation of healthcare conversation quality. This value is vendor-reported; higher is better.openai-system-card
- 55.8Verify at openai-system-cardJul 10, 2026-
- HealthBench Consensus?OpenAI's HealthBench Consensus evaluation. This value is vendor-reported; higher is better.openai-system-card
- 95.1Verify at openai-system-cardJul 10, 2026-
- HealthBench Hard?The harder subset of OpenAI's HealthBench healthcare evaluation. This value is vendor-reported; higher is better.openai-system-card
- 32Verify at openai-system-cardJul 10, 2026-
- HealthBench Professional?OpenAI's HealthBench Professional evaluation of model responses to realistic healthcare conversations. This value is vendor-reported; higher is better.openai-system-card
- 55.7Verify at openai-system-cardJul 10, 2026-
- Vibe rating?OutYet's community rating: signed-in users score the model 1–10. Shown as the average and the number of votes.
- --
- Predecessor
- --
- Successor
- --
| Open page → | ||
|---|---|---|
| Provider | OpenAI | - |
| Out yet? | Yes | - |
| Status | Available | - |
| Release date | Jul 9, 2026 | - |
| LM Arena?LM Arena's Elo-style rating from blind head-to-head votes: people compare two anonymous model answers and pick the better one. Higher is better. | 1452.5Verify at LM ArenaOct 14, 2026 | - |
| Agentic?BenchLM.ai's score for multi-step agentic work - planning, tool use, and acting autonomously, normalized 0–100 across multiple benchmarks. Higher is better. | 56.26Verify at BenchLM.aiOct 14, 2026 | - |
| Coding?BenchLM.ai's score for code generation and software-engineering tasks, normalized 0–100 across multiple benchmarks. Higher is better. | 61.67Verify at BenchLM.aiOct 14, 2026 | - |
| Knowledge?BenchLM.ai's score for factual knowledge and question answering, normalized 0–100 across multiple benchmarks. Higher is better. | 64.53Verify at BenchLM.aiOct 14, 2026 | - |
| MultimodalGrounded?BenchLM.ai's score for understanding grounded in images and documents, normalized 0–100 across multiple benchmarks. Higher is better. | 79.6Verify at BenchLM.aiOct 14, 2026 | - |
| Reasoning?BenchLM.ai's score for logic and multi-step reasoning problems, normalized 0–100 across multiple benchmarks. Higher is better. | 58.2Verify at BenchLM.aiOct 14, 2026 | - |
| GDP.pdf?Epoch AI's GDP.pdf benchmark: extracting and analyzing information from real-world PDF documents. Higher is better.Epoch AI | 22.7Verify at Epoch AIAug 25, 2026 | - |
| HealthBench?OpenAI's HealthBench evaluation of healthcare conversation quality. This value is vendor-reported; higher is better.openai-system-card | 55.8Verify at openai-system-cardJul 10, 2026 | - |
| HealthBench Consensus?OpenAI's HealthBench Consensus evaluation. This value is vendor-reported; higher is better.openai-system-card | 95.1Verify at openai-system-cardJul 10, 2026 | - |
| HealthBench Hard?The harder subset of OpenAI's HealthBench healthcare evaluation. This value is vendor-reported; higher is better.openai-system-card | 32Verify at openai-system-cardJul 10, 2026 | - |
| HealthBench Professional?OpenAI's HealthBench Professional evaluation of model responses to realistic healthcare conversations. This value is vendor-reported; higher is better.openai-system-card | 55.7Verify at openai-system-cardJul 10, 2026 | - |
| Vibe rating?OutYet's community rating: signed-in users score the model 1–10. Shown as the average and the number of votes. | - | - |
| Predecessor | - | - |
| Successor | - | - |
Benchmark scores are mirrored from third-party sources and captured on the dates shown. Numbers from different benchmarks, sources, or capture dates are not directly comparable.
Data from BenchLM.ai · Epoch AI, “AI Benchmarking Hub” (CC BY 4.0).