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Sarvam 105B (high)

SarvamOpen WeightApache 2.0 · Commercial OK

Description

Sarvam-105B is Sarvam AI's flagship open-source Mixture-of-Experts reasoning model built for complex reasoning, coding, and agentic workflows. It uses 128 sparse experts with Multi-head Latent Attention for efficient long-context inference and was pre-trained on 12 trillion tokens spanning code, mathematics, multilingual, and web data.

Release Date
2026-03-06
Parameters
105.0B
Context Length
131K
Modalities
text

Capability Radar

12
general
26
coding
74
reasoning
45
science
50
agents
0
multimodal

Rankings

Domain#RankScoreSource
Agentic Capability85
43.0
LS
Code Ranking562
1.0
AA
General Ranking437
29.0
AA
Science283
46.0
AA

Benchmark Scores (LLM Stats)

(LLM Stats (zeroeval))

Agents

BrowseCompOpenAI (2025)49.5%SR

Biology

GPQANYU + Cohere + Anthropic (2023)78.7%SR

Code

SWE-Bench Verified45.0%SR

Creativity

Arena-Hard v271.0%SR

Finance

MMLU90.6%SR
MMLU-Pro81.7%SR

General

IFEvalGoogle Research (2023)84.8%SR
LiveCodeBench v671.7%SR

Math

MATH-50098.6%SR
AIME 202596.7%SR
HMMT2585.8%SR
HMMT 202585.8%SR
Beyond AIME69.1%SR
Humanity's Last Exam11.2%SR

AA Evaluation Indices

(Artificial Analysis)
Intelligence Index(Artificial Analysis)
11.9
Gpqa(NYU + Cohere + Anthropic (2023))
0.7
Tau2(Sierra + U Toronto + Vector Institute (2025))
0.5
Ifbench(Google Research (2023))
0.3
Scicode(UIUC + Argonne National Lab (2024))
0.3
Hle(Center for AI Safety + Scale AI (2025))
0.1
Terminalbench Hard(Stanford × Laude Institute (2026))
0.0
Lcr(Artificial Analysis)
0.0

LLM Stats Category Scores

(LLM Stats (zeroeval))
Legal
90
Language
90
Finance
90
Healthcare
90
Math
80
Physics
80
Structured Output
80
Instruction Following
80
Biology
80
Chemistry
80
Reasoning
70
General
70
Creativity
70
Writing
70
Search
50
Frontend Development
50
Agents
50
Code
50
Vision
10

Pricing

Input Price$0.042 / 1M tokens
Output Price$0.17 / 1M tokens
Blended Price (3:1)$0.074 / 1M tokens

Speed

Tokens/sec0.0
Time to First Token0.00s
Time to Answer0.00s

Provider Price Ranking

Provider Price Ranking

2 providers

Cheapest: SarvamMost Expensive: NanoGPT
ProviderInputOutput
1SarvamPRIMARY
$0.042
$0.17
2NanoGPT
$0.045
$0.177

Compare pricing across different API providers for this model.

External Sources

LLM StatsArtificial Analysis