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Pize is an AI coding assistant for scientific computing and statistical analysis.

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Industry snapshot

The model landscape

A weekly view of who is stronger, and what that strength costs. Scores come from an independent evaluation, not from Pize.

Week of 24 Aug 2026Intelligence Index v4.1Updates weekly

This page is showing a saved fallback snapshot. Weekly refresh needs an Artificial Analysis API key on the Worker.

Overall

Who leads on independent quality scores

0–100 · longer is stronger

Claude Opus 5
63
Claude Fable 5
62
GPT-5.6 Sol
61
Grok 4.6
58
Gemini 3.1 Pro
57
Kimi K3
55
DeepSeek V4
53
Qwen 3.8 Max
51
Mistral Large
47
Llama 4 Maverick
44
Overall

Quality vs cost

Left cheaper · right costlier · up stronger

Stronger · cheaperStronger · costlierWeaker · cheaperWeaker · costlier$0.00$25.00$50.00$75.00$100$1253040506070CheaperCost per Index taskCostlierScoreClaude Opus 5Claude Fable 5GPT-5.6 SolGrok 4.6Gemini 3.1 ProKimi K3DeepSeek V4Qwen 3.8 MaxMistral LargeLlama 4 Maverick
Coding

Coding vs cost

Left cheaper · right costlier · up stronger

Stronger · cheaperStronger · costlierWeaker · cheaperWeaker · costlier$0.00$25.00$50.00$75.00$100$1255060708090CheaperCost per Index taskCostlierScoreClaude Opus 5Claude Fable 5GPT-5.6 SolGrok 4.6Gemini 3.1 ProKimi K3DeepSeek V4Qwen 3.8 MaxMistral LargeLlama 4 Maverick
Science

Scientific reasoning vs cost

Left cheaper · right costlier · up stronger

Stronger · cheaperStronger · costlierWeaker · cheaperWeaker · costlier$0.00$25.00$50.00$75.00$100$1254050607080CheaperCost per Index taskCostlierScoreClaude Opus 5Claude Fable 5GPT-5.6 SolGrok 4.6Gemini 3.1 ProKimi K3DeepSeek V4Qwen 3.8 MaxMistral LargeLlama 4 Maverick

Official APIs

Pricing and signup

Official pricing and API signup pages from the model vendors and gateways below. These are third-party pages. The APIs are not sold by Pize.

Third-party official pages. These APIs are not sold by Pize.