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 GPT-6.1 Sol at $2 / $10 per million tokens.
Last verified
Weights: Coding 40%, Math 30%, Reasoning 30%. Data analysis mixes writing code, doing arithmetic correctly and interpreting results.
| # | Model | Provider | Fit | Coding | Math | Reasoning | Input $/M | Output $/M |
|---|---|---|---|---|---|---|---|---|
| 1 | GPT-6 Astra | OpenAI | 83.0 | 73.7 | 93.5 | 85.1 | $10 | $50 |
| 2 | Claude Opus 5.5 | Anthropic | 80.3 | 71.9 | 91.8 | 80.2 | $4 | $20 |
| 3 | Claude Fable 5.1 | Anthropic | 79.8 | 74.7 | 89.6 | 76.7 | $10 | $50 |
| 4 | GPT-6.1 Sol | OpenAI | 78.0 | 63.2 | 93.7 | 81.9 | $2 | $10 |
| 5 | Claude Fable 5 | Anthropic | 77.9 | 70.6 | 88.5 | 76.8 | $10 | $50 |
| 6 | Claude Opus 5 | Anthropic | 76.0 | 67.5 | 86.2 | 77.2 | $5 | $25 |
| 7 | GPT-5.6 Sol | OpenAI | 74.1 | 65.1 | 85.6 | 74.8 | $4 | $20 |
| 8 | GPT-6 Sol | OpenAI | 72.4 | 60.1 | 87.2 | 74.0 | $2 | $10 |
| 9 | GPT-5.5 | OpenAI | 69.6 | 58.2 | 81.7 | 72.8 | $5 | $30 |
| 10 | Claude Sonnet 5.5 | Anthropic | 69.5 | 67.3 | 87.9 | 54.0 | $2 | $10 |
| 11 | Claude Opus 4.8 | Anthropic | 66.9 | 59.9 | 78.4 | 64.7 | $5 | $25 |
| 12 | Gemini 3.8 Flash | 66.4 | 59.2 | 65.3 | 76.9 | $0.75 | $3.75 | |
| 13 | GPT-5.6 Terra | OpenAI | 65.8 | 57.7 | 81.6 | 60.7 | $2 | $12 |
| 14 | Kimi K3 (open weights) | Moonshot AI | 65.6 | 61.0 | 74.2 | 63.0 | $3 | $15 |
| 15 | Gemini 3.7 Flash | 64.4 | 56.2 | 69.6 | 70.0 | $0.75 | $3.75 | |
| 16 | Grok 4.6 | xAI | 61.9 | 58.5 | 67.0 | 61.4 | $2 | $6 |
| 17 | GPT-5.4 | OpenAI | 61.6 | 52.6 | 73.5 | 61.8 | $2.50 | $15 |
| 18 | Muse Spark 1.3 | Meta | 60.8 | 56.6 | 73.1 | 54.0 | $1.25 | $4.25 |
| 19 | Gemini 4 Argon | 60.2 | 62.0 | 73.9 | 44.2 | — | — | |
| 20 | GPT-5.4 Pro | OpenAI | 60.2 | 43.2 | 72.4 | 70.7 | $30 | $180 |
| 21 | Claude Opus 4.7 | Anthropic | 60.0 | 59.6 | 66.7 | 53.8 | $5 | $25 |
| 22 | Qwen3.8 Max | Alibaba (Qwen) | 59.7 | 53.5 | 73.2 | 54.4 | $2 | $6 |
| 23 | GPT-6 Luna | OpenAI | 59.5 | 55.5 | 76.1 | 48.2 | $0.10 | $0.50 |
| 24 | GPT-5.6 Luna | OpenAI | 59.4 | 54.5 | 77.7 | 47.6 | $0.20 | $1.20 |
| 25 | 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
Top two head to head: GPT-6 Astra vs Claude Opus 5.5
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. Each model's category scores are blended with those weights; only ranked models with results in every needed category are listed.
Other jobs
- Best AI model for coding
- Best AI model for debugging
- Best AI model for building websites
- Best local LLM for coding
- Best AI model for agents
- Best AI model for RAG
- Best AI model for research
- Best AI model for studying
- Best AI model for math
- Best AI model for hard reasoning
- Best AI model for Excel
- Best AI model for data extraction
- Best AI model for writing
- Best AI model for emails
- Best AI model for copywriting
- Best AI model for creative writing
- Best AI model for translation
- Best AI model for language learning
- Best AI model for customer service
- Best AI model for presentations
- Best AI model for PDFs
- Best AI assistant for everyday use