sarvam · Efficient
Sarvam 105B
Sarvam 105B is a 105B parameter chat completion model from Sarvam AI with multilingual support, streaming, tool calling, reasoning controls, and a 128k context window.
- Reasoning
- Tools
- Input
- Text
- Output
- Text
- Reasoning effort
- low · medium · high
- Discovery tier
- Efficient
Pricing
USD per 1M tokens- Input
- $0.054
- Output
- $0.21
- Cache read
- $0.0336
Reference prices as published by the model provider. API example
Specifications
- Context window
- 131.1K
- Max output
- 4.1K
- Average output (7 days)
- 1.1K tokens
- Longer than 74% of 465 models
Side by side
Compare models
Put Sarvam 105B next to up to three other models. The comparison stays in the link, so you can share it.
Public evaluations
Benchmarks
Independent evaluation results, with how each score ranks among the models in the Noumen catalog.
Intelligence Index
8.8
Tested at high reasoning effort
Better than 16% of 326 scored models
Document reasoning
AA-LCRv1.1
0.0%Reasoning across long documents
Better than 0% of 309 scored models
Reasoning and knowledge
Humanity’s Last Exam
11.0%Expert-level questions across academic fields
Better than 35% of 323 scored models
GPQA Diamond
73.8%Graduate-level science questions
Better than 32% of 291 scored models
IFBench
34.4%Following precise output instructions
Better than 14% of 215 scored models
Legacy evaluations
Terminal-Bench Hard
1.5%Earlier terminal task suite
Better than 4% of 212 scored models
τ²-Bench Telecom
46.8%Tool use in a customer-support simulation
Better than 39% of 214 scored models
AA-LCR (unversioned)
0.0%Long-context reasoning, earlier grading
Better than 0% of 309 scored models
Scores from Artificial Analysis, updated Oct 26, 2026. Sarvam 105B was tested at high reasoning effort; compare scores measured at the same effort.Artificial Analysis
Developers
Use it through the API
Noumen’s API is OpenAI-compatible: any Chat Completions client works with a base URL and a key.
curl https://www.noumen.xyz/api/v1/chat/completions \
-H "Authorization: Bearer $NOUMEN_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "sarvam-105b",
"reasoning_effort": "medium",
"messages": [{ "role": "user", "content": "Explain this stack trace." }]
}'import os
from openai import OpenAI
client = OpenAI(base_url="https://www.noumen.xyz/api/v1", api_key=os.environ["NOUMEN_API_KEY"])
reply = client.chat.completions.create(
model="sarvam-105b",
messages=[{"role": "user", "content": "Explain this stack trace."}],
)
print(reply.choices[0].message.content)