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Atria Dawn Preview vs Sarvam-105B

Atria Dawn Preview leads the LLM Stats Score 52.3 to 25.7.

Shanghai AI Laboratory · Sarvam AI · Updated for 2026

Which is better?

Atria Dawn Preview leads the overall LLM Stats Score 52.3 to 25.7, ranking #10 overall.

In the 1 individual benchmarks reported for both models, Atria Dawn Preview wins 1; this is a narrower head-to-head signal than the composite indexes.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Atria Dawn Preview

  • overall performance matters — it scores 52.3 and ranks #10 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • you want the most recent training data — it shipped Sep 2026

Choose Sarvam-105B

  • you are already invested in the Sarvam AI ecosystem

At a glance

The differences that matter most.

Atria Dawn Preview
Shanghai AI Laboratory
Sarvam-105B
Sarvam AI
Core performance indexes
LLM Stats Score
52.3
#10
25.7
#154
Reasoning
50.5
#12
26.2
#148
Coding
36.2
#22
-1.6
#248
Agents
38.8
#10
5.5
#145
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
— / M
— / M
Output price
— / M
— / M
Context window
—
—

Individual benchmarks

12 reported for Atria Dawn Preview · 14 for Sarvam-105B

1 shared

Atria Dawn Preview outperforms in 1 benchmarks (BrowseComp), while Sarvam-105B is better at 0 benchmarks.

Atria Dawn Preview significantly outperforms across most benchmarks.

Wed Sep 16 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Model Size

Parameter count comparison

639.0B diff

Atria Dawn Preview has 639.0B more parameters than Sarvam-105B, making it 608.6% larger.

Shanghai AI Laboratory
Atria Dawn Preview
744.0Bparameters
Sarvam AI
Sarvam-105B
105.0Bparameters
744.0B
Atria Dawn Preview
105.0B
Sarvam-105B

License

Usage and distribution terms

Atria Dawn Preview is licensed under MIT, while Sarvam-105B uses Apache 2.0.

License differences may affect how you can use these models in commercial or open-source projects.

Atria Dawn Preview

MIT

Open weights

Sarvam-105B

Apache 2.0

Open weights

Release Timeline

When each model was launched

Atria Dawn Preview was released on 2026-09-11, while Sarvam-105B was released on 2026-03-06.

Atria Dawn Preview is 6 months newer than Sarvam-105B.

Atria Dawn Preview

Sep 11, 2026

5 days ago

6mo newer
Sarvam-105B

Mar 6, 2026

6 months ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Judge for yourself.

Run your own prompts against Atria Dawn Preview and Sarvam-105B side-by-side, then vote on the output you prefer.

Atria Dawn Preview
✓ Preferred
Sarvam-105B
Open in Playground

FAQ

Common questions about Atria Dawn Preview vs Sarvam-105B.

Which is better, Atria Dawn Preview or Sarvam-105B?

Atria Dawn Preview leads the LLM Stats Score 52.3 to 25.7. Atria Dawn Preview is made by Shanghai AI Laboratory and Sarvam-105B is made by Sarvam AI. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Atria Dawn Preview compare to Sarvam-105B in benchmarks?

Atria Dawn Preview scores DeepSearchQA: 96.0%, BrowseComp: 92.5%, CyberGym: 86.5%, MLE-Bench Lite: 86.2%, WideSearch: 81.9%. Sarvam-105B scores MATH-500: 98.6%, AIME 2025: 96.7%, MMLU: 90.6%, HMMT 2025: 85.8%, HMMT25: 85.8%.

What are the main differences between Atria Dawn Preview and Sarvam-105B?

Key differences include LLM Stats Score (52.3 vs 25.7), licensing (MIT vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Atria Dawn Preview and Sarvam-105B?

Atria Dawn Preview is developed by Shanghai AI Laboratory and Sarvam-105B is developed by Sarvam AI.

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