Best model for your job # Best AI model for data analysis > For data analysis, GPT-6 Astra scores highest on the current data (83.0), weighting coding 40%, math 30%, reasoning 30%. The cheapest model in the top 10 is G - Canonical page: https://noometry.com/best/for/data-analysis - Last updated: 2026-10-10 - Title: Best AI model for data analysis (October 2026) | Noometry For data analysis, GPT-6 Astra scores highest on the current data (83.0), weighting coding 40%, math 30%, reasoning 30%. The cheapest model in the top 10 is GPT-6.1 Sol at $2 / $10 per million tokens. Last verified October 10, 2026 Weights: [Coding](https://noometry.com/best/coding) 40%, [Math](https://noometry.com/best/math) 30%, [Reasoning](https://noometry.com/best/reasoning) 30%. Data analysis mixes writing code, doing arithmetic correctly and interpreting results. Best AI model for data analysis | # | Model | Provider | Fit | Coding | Math | Reasoning | Input $/M | Output $/M | | --- | --- | --- | --- | --- | --- | --- | --- | --- | | 1 | [GPT-6 Astra](https://noometry.com/models/gpt-6-astra) | OpenAI | **83.0** | 73.7 | 93.5 | 85.1 | $10 | $50 | | 2 | [Claude Opus 5.5](https://noometry.com/models/claude-opus-5-5) | Anthropic | **80.3** | 71.9 | 91.8 | 80.2 | $4 | $20 | | 3 | [Claude Fable 5.1](https://noometry.com/models/claude-fable-5-1) | Anthropic | **79.8** | 74.7 | 89.6 | 76.7 | $10 | $50 | | 4 | [GPT-6.1 Sol](https://noometry.com/models/gpt-6-1-sol) | OpenAI | **78.0** | 63.2 | 93.7 | 81.9 | $2 | $10 | | 5 | [Claude Fable 5](https://noometry.com/models/claude-fable-5) | Anthropic | **77.9** | 70.6 | 88.5 | 76.8 | $10 | $50 | | 6 | [Claude Opus 5](https://noometry.com/models/claude-opus-5) | Anthropic | **76.0** | 67.5 | 86.2 | 77.2 | $5 | $25 | | 7 | [GPT-5.6 Sol](https://noometry.com/models/gpt-5-6-sol) | OpenAI | **74.1** | 65.1 | 85.6 | 74.8 | $4 | $20 | | 8 | [GPT-6 Sol](https://noometry.com/models/gpt-6-sol) | OpenAI | **72.4** | 60.1 | 87.2 | 74.0 | $2 | $10 | | 9 | [GPT-5.5](https://noometry.com/models/gpt-5-5) | OpenAI | **69.6** | 58.2 | 81.7 | 72.8 | $5 | $30 | | 10 | [Claude Sonnet 5.5](https://noometry.com/models/claude-sonnet-5-5) | Anthropic | **69.5** | 67.3 | 87.9 | 54.0 | $2 | $10 | | 11 | [Claude Opus 4.8](https://noometry.com/models/claude-opus-4-8) | Anthropic | **66.9** | 59.9 | 78.4 | 64.7 | $5 | $25 | | 12 | [Gemini 3.8 Flash](https://noometry.com/models/gemini-3-8-flash) | Google | **66.4** | 59.2 | 65.3 | 76.9 | $0.75 | $3.75 | | 13 | [GPT-5.6 Terra](https://noometry.com/models/gpt-5-6-terra) | OpenAI | **65.8** | 57.7 | 81.6 | 60.7 | $2 | $12 | | 14 | [Kimi K3](https://noometry.com/models/kimi-k3) (open weights) | Moonshot AI | **65.6** | 61.0 | 74.2 | 63.0 | $3 | $15 | | 15 | [Gemini 3.7 Flash](https://noometry.com/models/gemini-3-7-flash) | Google | **64.4** | 56.2 | 69.6 | 70.0 | $0.75 | $3.75 | | 16 | [Grok 4.6](https://noometry.com/models/grok-4-6) | xAI | **61.9** | 58.5 | 67.0 | 61.4 | $2 | $6 | | 17 | [GPT-5.4](https://noometry.com/models/gpt-5-4) | OpenAI | **61.6** | 52.6 | 73.5 | 61.8 | $2.50 | $15 | | 18 | [Muse Spark 1.3](https://noometry.com/models/muse-spark-1-3) | Meta | **60.8** | 56.6 | 73.1 | 54.0 | $1.25 | $4.25 | | 19 | [Gemini 4 Argon](https://noometry.com/models/gemini-4-argon) | Google | **60.2** | 62.0 | 73.9 | 44.2 | — | — | | 20 | [GPT-5.4 Pro](https://noometry.com/models/gpt-5-4-pro) | OpenAI | **60.2** | 43.2 | 72.4 | 70.7 | $30 | $180 | | 21 | [Claude Opus 4.7](https://noometry.com/models/claude-opus-4-7) | Anthropic | **60.0** | 59.6 | 66.7 | 53.8 | $5 | $25 | | 22 | [Qwen3.8 Max](https://noometry.com/models/qwen3-8-max) | Alibaba (Qwen) | **59.7** | 53.5 | 73.2 | 54.4 | $2 | $6 | | 23 | [GPT-6 Luna](https://noometry.com/models/gpt-6-luna) | OpenAI | **59.5** | 55.5 | 76.1 | 48.2 | $0.10 | $0.50 | | 24 | [GPT-5.6 Luna](https://noometry.com/models/gpt-5-6-luna) | OpenAI | **59.4** | 54.5 | 77.7 | 47.6 | $0.20 | $1.20 | | 25 | [Claude Opus 4.6](https://noometry.com/models/claude-opus-4-6) | Anthropic | **59.1** | 57.2 | 63.0 | 57.8 | $5 | $25 | Sponsored placements are available on pages like this one. [Advertise on Noometry](https://noometry.com/advertise) Top two head to head: [GPT-6 Astra vs Claude Opus 5.5](https://noometry.com/compare/claude-opus-5-5-vs-gpt-6-astra) ## Frequently asked questions ### What is the best ai model for data analysis? For data analysis, GPT-6 Astra scores highest on the current data (83.0), weighting coding 40%, math 30%, reasoning 30%. The cheapest model in the top 10 is GPT-6.1 Sol at $2 / $10 per million tokens. ### How is this shortlist built? Data analysis mixes writing code, doing arithmetic correctly and interpreting results. 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(2026). Best AI model for data analysis. Retrieved October 10, 2026, from https://noometry.com/best/for/data-analysis Quote Noometry with a link back to this page. It is also available in [Markdown](https://noometry.com/md/best/for/data-analysis.md).