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Best model / job
General assistants: the best models
All-purpose agents that plan and carry out many kinds of task.
How this page ranks
- Ranked by the Agentic Index (Artificial Analysis, through OpenRouter), highest first. Ties go to the lower blended price.
- A model counts for this job when its taxonomy v2 classification names general assistants, or its old category maps to it.
- Each model must list text output on OpenRouter or on its own record.
- Prices and scores come from the market tables only, each with the day it is for. The price on a model's own record is not used.
- Missing data never ranks. A model with no confirmed score in the last 30 days or unknown inputs and outputs is listed apart, with the reason. Price is shown when one is confirmed, and is not needed to rank.
Market data as of 10 Nov 2026. Prices: OpenRouter models API (official). Score: Artificial Analysis, through OpenRouter (third-party).
Ranked: 124 of 927 models
Cheapest for general assistants →| # | Model | Agentic Index | Score date | Blended / 1M | Price date |
|---|---|---|---|---|---|
| 1 |  Claude Fable 5.1Anthropic | 57.9 | 10 Nov 2026 | $20.00 | 10 Nov 2026 |
| 2 | Claude Opus 5Anthropic | 56.5 | 10 Nov 2026 | $10.00 | 10 Nov 2026 |
| 3 |  Qwen3.8 Max (0902)Qwen | 56.0 | 10 Nov 2026 | $3.00 | 10 Nov 2026 |
| 4 |  Muse Spark 1.3Meta | 55.5 | 10 Nov 2026 | $2.00 | 10 Nov 2026 |
| 5 |  GLM 5.3Z Ai | 53.1 | 10 Nov 2026 | $0.402 | 10 Nov 2026 |
| 6 |  Grok 4.6xAI | 53.0 | 10 Nov 2026 | $3.00 | 10 Nov 2026 |
| 7 | GLM 5.3 FlashZ Ai | 50.9 | 10 Nov 2026 | $0.050 | 10 Nov 2026 |
| 8 | Claude Fable 5Anthropic | 50.7 | 10 Nov 2026 | $20.00 | 10 Nov 2026 |
| 9 |  GPT-5.6 SolOpenAI | 50.2 | 10 Nov 2026 | $8.00 | 10 Nov 2026 |
| 10 |  Kimi K3Moonshotai | 50.0 | 10 Nov 2026 | $4.14 | 10 Nov 2026 |
| 11 |  DeepSeek V4 Flash Vision ExpDeepSeek | 47.5 | 10 Nov 2026 | $0.660 | 10 Nov 2026 |
| 12 | Qwen3.8 27BQwen | 45.8 | 10 Nov 2026 | $0.581 | 10 Nov 2026 |
| 13 | Claude Sonnet 5Anthropic | 43.6 | 10 Nov 2026 | $4.00 | 10 Nov 2026 |
| 14 | Muse Spark 1.2Meta | 43.2 | 10 Nov 2026 | $2.00 | 10 Nov 2026 |
| 15 | GPT-5.6 TerraOpenAI | 43.2 | 10 Nov 2026 | $4.50 | 10 Nov 2026 |
| 16 | GPT-5.6 LunaOpenAI | 42.1 | 10 Nov 2026 | $0.450 | 10 Nov 2026 |
| 17 | DeepSeek V4 Pro 0813DeepSeek | 41.3 | 10 Nov 2026 | $1.19 | 10 Nov 2026 |
| 18 | Grok 4.5xAI | 41.2 | 10 Nov 2026 | $3.00 | 10 Nov 2026 |
| 19 | DeepSeek V4 Flash 0731DeepSeek | 41.0 | 10 Nov 2026 | $0.108 | 10 Nov 2026 |
| 20 |  Gemini 3.8 FlashGoogle | 40.2 | 10 Nov 2026 | $1.65 | 10 Nov 2026 |
| 21 | Claude Opus 4.7Anthropic | 38.6 | 10 Nov 2026 | $10.00 | 10 Nov 2026 |
| 22 | Glm 5.2Cf | 38.4 | 10 Nov 2026 | $1.71 | 10 Nov 2026 |
| 23 | GLM 5.2Accounts | 38.4 | 10 Nov 2026 | $1.71 | 10 Nov 2026 |
| 24 | GLM 5.2Z Ai | 38.4 | 10 Nov 2026 | $1.71 | 10 Nov 2026 |
| 25 | GLM 5.2 TEEZai Org | 38.4 | 10 Nov 2026 | $1.71 | 10 Nov 2026 |
Showing the top 25 of 124 ranked models.
Not ranked, and why (803)
No confirmed score in the market tables in the last 30 days 799
- Agnes 1.5 Lite No confirmed Agentic Index
- Agnes 1.5 Pro No confirmed Agentic Index
- AI21 Jamba 1.5 Large No confirmed Agentic Index
- AI21 Jamba 1.5 Mini No confirmed Agentic Index
- Aion 3.5 Mini No confirmed Agentic Index
- Aion-3.0-Mini No confirmed Agentic Index
- AionLabs: Aion-1.0 No confirmed Agentic Index
- AionLabs: Aion-1.0-Mini No confirmed Agentic Index
- AionLabs: Aion-2.5 No confirmed Agentic Index
- Ambient Large No confirmed Agentic Index
- Anthropic: Claude Opus 4.6 (Fast) No confirmed Agentic Index
- Anubis 70B v1 No confirmed Agentic Index
- Anubis 70B v1.1 No confirmed Agentic Index
- Apodex 1.1 Mini (free) No confirmed Agentic Index
- Arcee AI: Maestro Reasoning No confirmed Agentic Index
- Arcee AI: Spotlight No confirmed Agentic Index
- Auto Router (Beta) No confirmed Agentic Index
- baichuan-m2-32b No confirmed Agentic Index
- Baidu: CoBuddy (free) No confirmed Agentic Index
- Baidu: Qianfan-OCR-Fast No confirmed Agentic Index
- baidu/ERNIE-4.5-300B-A47B No confirmed Agentic Index
- Beam 1.0 501B A23B No confirmed Agentic Index
- bevformer No confirmed Agentic Index
- BGE M3 No confirmed Agentic Index
- BGE Small EN v1.5 No confirmed Agentic Index
- Bielik 11B v2.6 Instruct No confirmed Agentic Index
- Bielik 11B v3.0 Instruct No confirmed Agentic Index
- ByteDance-Seed/Seed-OSS-36B-Instruct No confirmed Agentic Index
- Claude 3 Haiku No confirmed Agentic Index
- Claude 3.5 Haiku No confirmed Agentic Index
- Claude 4.6 Opus Thinking No confirmed Agentic Index
- Claude 4.6 Opus Thinking Low No confirmed Agentic Index
- Claude 4.6 Opus Thinking Max No confirmed Agentic Index
- Claude 4.6 Opus Thinking Medium No confirmed Agentic Index
- Claude 4.7 Opus Thinking No confirmed Agentic Index
- Claude Fable 5 (batch) No confirmed Agentic Index
- Claude Fable 5.1 (batch) No confirmed Agentic Index
- Claude Haiku 4.5 (batch) No confirmed Agentic Index
- Claude Haiku 5.5 No confirmed Agentic Index
- Claude Haiku 5.5 (batch) No confirmed Agentic Index
- Claude Haiku Latest No confirmed Agentic Index
- Claude Opus 3 No confirmed Agentic Index
- Claude Opus 4 No confirmed Agentic Index
- Claude Opus 4.1 (batch) No confirmed Agentic Index
- Claude Opus 4.5 No confirmed Agentic Index
- Claude Opus 4.5 (batch) No confirmed Agentic Index
- Claude Opus 4.6 No confirmed Agentic Index
- Claude Opus 4.6 (batch) No confirmed Agentic Index
- Claude Opus 4.7 (batch) No confirmed Agentic Index
- Claude Opus 4.8 (batch) No confirmed Agentic Index
- Claude Opus 4.8 (Fast) No confirmed Agentic Index
- Claude Opus 4.8 Thinking No confirmed Agentic Index
- Claude Opus 5 (batch) No confirmed Agentic Index
- Claude Opus 5.5 No confirmed Agentic Index
- Claude Opus 5.5 (batch) No confirmed Agentic Index
- Claude Opus Latest No confirmed Agentic Index
- Claude Sonnet 3 No confirmed Agentic Index
- Claude Sonnet 3.5 v2 No confirmed Agentic Index
- Claude Sonnet 3.7 No confirmed Agentic Index
- Claude Sonnet 4 No confirmed Agentic Index
- Claude Sonnet 4.5 (batch) No confirmed Agentic Index
- Claude Sonnet 4.6 (batch) No confirmed Agentic Index
- Claude Sonnet 4.6 Thinking No confirmed Agentic Index
- Claude Sonnet 5 (batch) No confirmed Agentic Index
- Claude Sonnet 5 (Free) No confirmed Agentic Index
- Claude Sonnet 5.5 No confirmed Agentic Index
- Claude Sonnet 5.5 (batch) No confirmed Agentic Index
- claude-code No confirmed Agentic Index
- Claude-Haiku-3 No confirmed Agentic Index
- Claude-Haiku-3.5 No confirmed Agentic Index
- Claude-Sonnet-3.7 No confirmed Agentic Index
- Coding Router No confirmed Agentic Index
- Coding Router High No confirmed Agentic Index
- Cogito v2.1 671B No confirmed Agentic Index
- Cohere Command A No confirmed Agentic Index
- Cohere Command R No confirmed Agentic Index
- Cohere Command R 08-2024 No confirmed Agentic Index
- Cohere Command R+ No confirmed Agentic Index
- Cohere Command R+ 08-2024 No confirmed Agentic Index
- Cohere: Command R No confirmed Agentic Index
- Command R+ (08-2024) No confirmed Agentic Index
- Command R7B (12-2024) No confirmed Agentic Index
- Compound No confirmed Agentic Index
- Deepgram Aura 2 (ES) No confirmed Agentic Index
- Deepgram Nova 3 No confirmed Agentic Index
- DeepHermes-3 Mistral 24B (Preview) No confirmed Agentic Index
- DeepSeek Latest No confirmed Agentic Index
- DeepSeek Prover v2 671B No confirmed Agentic Index
- DeepSeek R1 No confirmed Agentic Index
- DeepSeek R1 (Turbo) No confirmed Agentic Index
- DeepSeek R1 0528 Qwen3 8B No confirmed Agentic Index
- DeepSeek R1 Distill Qwen 14B No confirmed Agentic Index
- Deepseek R1 Distill Qwen 32B No confirmed Agentic Index
- DeepSeek R1 Llama 70B Abliterated No confirmed Agentic Index
- DeepSeek R1 Qwen Abliterated No confirmed Agentic Index
- DeepSeek Reasoner No confirmed Agentic Index
- DeepSeek V3 No confirmed Agentic Index
- DeepSeek V3 (Turbo) No confirmed Agentic Index
- DeepSeek V3 0324 No confirmed Agentic Index
- DeepSeek V3.1 No confirmed Agentic Index
- DeepSeek V3.1 No confirmed Agentic Index
- DeepSeek V3.1 Nex N1 No confirmed Agentic Index
- DeepSeek V3.1 TEE No confirmed Agentic Index
- DeepSeek V3.1 Terminus (Thinking) No confirmed Agentic Index
- DeepSeek V3.1 Thinking No confirmed Agentic Index
- DeepSeek V3.2 No confirmed Agentic Index
- DeepSeek V3.2 No confirmed Agentic Index
- DeepSeek V3.2 No confirmed Agentic Index
- DeepSeek V3.2 Speciale No confirmed Agentic Index
- DeepSeek V3.2 TEE No confirmed Agentic Index
- DeepSeek V3.2 Thinking No confirmed Agentic Index
- DeepSeek V4 Flash (Thinking) No confirmed Agentic Index
- DeepSeek V4 Flash 0731 (batch) No confirmed Agentic Index
- DeepSeek V4 Flash Latest No confirmed Agentic Index
- DeepSeek V4 Flash Vision Exp (batch) No confirmed Agentic Index
- DeepSeek V4 Pro (Thinking) No confirmed Agentic Index
- DeepSeek V4 Pro 0813 (batch) No confirmed Agentic Index
- DeepSeek V4 Pro Cheaper No confirmed Agentic Index
- DeepSeek V4 Pro Cheaper (Thinking) No confirmed Agentic Index
- DeepSeek V4 Pro Thinking TEE No confirmed Agentic Index
And 679 more.
What the model takes in and puts out is not known 4
- Nex-N2-Pro No input or output list from OpenRouter or the record
- Qwen3.8 Max No input or output list from OpenRouter or the record
- R1 No input or output list from OpenRouter or the record
- Ring-2.6-1T No input or output list from OpenRouter or the record
Automated from dated market data, not Enterprise DNA tested picks. Check the price and terms with the provider before you commit. Methodology: how the model numbers work.