sarvam

sarvam-30b

Context

64K

Input

text

Output

text

Tool calling

Supported

About this model

An advanced Mixture-of-Experts (MoE) model with 2.4B non-embedding active parameters, designed for practical deployment. It combines strong reasoning, reliable coding ability, and best-in-class conversational quality across 22 Indian languages, and supports tool calling in multilingual voice call scenarios.

Capabilities

text

Available through the unified API

Quick start

View API docs
curl https://api.oneinfer.ai/v1/chat/completions \
  -H "Authorization: Bearer $ONEINFER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "ff583b873f004312a5041bf07e58eb49",
    "messages": [
      { "role": "user", "content": "Hello!" }
    ]
  }'

Providers

Available routing options for this model through OneInfer.

sarvam

ff583b873f004312a5041bf07e58eb49

Available

Input

$0.000 / 1M

Output

$0.000 / 1M

Routing

OneInfer optimized

Pricing

Current OneInfer pricing for this model.

UsagePrice
Input tokens$0.000 / 1M
Output tokens$0.000 / 1M

Performance

Published evaluation results associated with this model.

Knowledge & Coding

Math50097
HumanEval92.1
MBPP92.7
Live Code Bench v670
MMLU85.1
MMLU Pro80
MILU76.8
Arena Hard v249
Writing Bench78.7

Reasoning & Math

GPQA Diamond66.5
AIME 25 (w/ Tools)80
HMMT (Feb 25)73.3
HMMT (Nov 25)74.2
Beyond AIME58.3

Agentic

BrowseComp35.5
SWE Bench Verified34
τ² Bench (avg.)45.7

API example

curl https://api.oneinfer.ai/v1/chat/completions \
  -H "Authorization: Bearer $ONEINFER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "ff583b873f004312a5041bf07e58eb49",
    "messages": [
      { "role": "user", "content": "Hello!" }
    ]
  }'