Model Comparison
GPT-5.1 Codex High vs Sarvam-30BWhich is better in 2026?
Both models are evenly matched across the benchmarks.
Verdict: GPT-5.1 Codex High vs Sarvam-30B — which is better?
GPT-5.1 Codex High (by OpenAI) and Sarvam-30B (by Sarvam AI) are two of the AI models people compare most. Here is how they stack up on benchmarks, price and capabilities, and which one to pick in 2026.
GPT-5.1 Codex High outperforms in 0 benchmarks, while Sarvam-30B is better at 0 benchmarks. Both models are evenly matched across the benchmarks.
Choose GPT-5.1 Codex High if…
- you want predictable pricing at $1.25/M input and $10.00/M output
Choose Sarvam-30B if…
- you want the strongest raw capability — it leads on 1 of 1 shared benchmarks
- you want the most recent training data — it shipped Mar 2026
- you need open weights you can self-host or fine-tune
Performance Benchmarks
Comparative analysis across standard metrics
GPT-5.1 Codex High outperforms in 0 benchmarks, while Sarvam-30B is better at 0 benchmarks.
Both models are evenly matched across the benchmarks.
Arena Performance
Human preference votes
Context Window
Maximum input and output token capacity
Only GPT-5.1 Codex High specifies input context (400,000 tokens). Only GPT-5.1 Codex High specifies output context (128,000 tokens).
Input Capabilities
Supported data types and modalities
GPT-5.1 Codex High supports multimodal inputs, whereas Sarvam-30B does not.
GPT-5.1 Codex High can handle both text and other forms of data like images, making it suitable for multimodal applications.
GPT-5.1 Codex High
Sarvam-30B
License
Usage and distribution terms
GPT-5.1 Codex High is licensed under a proprietary license, while Sarvam-30B uses Apache 2.0.
License differences may affect how you can use these models in commercial or open-source projects.
Proprietary
Closed source
Apache 2.0
Open weights
Release Timeline
When each model was launched
GPT-5.1 Codex High was released on 2025-11-12, while Sarvam-30B was released on 2026-03-06.
Sarvam-30B is 4 months newer than GPT-5.1 Codex High.
Nov 12, 2025
8 months ago
Mar 6, 2026
4 months ago
3mo newerKnowledge Cutoff
When training data ends
Neither model specifies a knowledge cutoff date.
Unable to compare the recency of their training data.
Outputs Comparison
Key Takeaways
Sarvam-30B
View detailsSarvam AI
Detailed Comparison
Interactive Arena
Judge for yourself.
Run your own prompts against GPT-5.1 Codex High and Sarvam-30B side-by-side, then vote on the output you prefer.
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FAQ
Common questions about GPT-5.1 Codex High vs Sarvam-30B.