LLM Reference

Sarvam-M Multilingual Hybrid

Released
2025-06-01
Last refreshed
2026-05-22
Status
Researched 41d ago
ProprietaryCommercial use: unknownLong context

Sarvam-M Multilingual Hybrid is worth evaluating for long context when its provider route and context window match the workload.

Use it for

  • Teams evaluating long context
  • Workloads that can use a 128k context window
  • Buyers comparing 1 tracked provider route

Do not use it for

  • Vision or document-understanding workloads
  • Strict JSON or tool-calling flows
Specifications
Family
Sarvam
Released
2025-06-01
Context
128k
Parameters
24B
Architecture
Decoder Only
Specialization
general
Openness
Proprietary
Training
Pretrained
Created by
Sarvam.aiSarvam.ai

Multilingual Voice AI for India

Bengaluru, India
Founded 2023
Website
Pricing
Output / 1M
-
Input / 1M
-

Cheapest of 1 route · NVIDIA NIM

Providers(1)
NVIDIA NIM
View 1 provider route

About

Sarvam-M Multilingual Hybrid is Sarvam.ai's Sarvam model. It offers a 128K-token context window.

Sarvam-M Multilingual Hybrid is a proprietary model in the Sarvam family. The structured metadata tracks a 128k-token context window. This page tracks provider routes through NVIDIA NIM. No headline benchmark score is tracked for Sarvam-M Multilingual Hybrid yet.

Top use-case fit

Long context

Included by capability and metadata signals in the decision map.

Provider price ladder

Compare API pricing across 1 providers for input and output tokens, batch, and cached reads when available.

ProviderInput / 1MOutput / 1MRoute
NVIDIA NIM--
ServerlessPartial

Available via routers & gateways(1)

NVIDIA LLM Router Blueprint

Router

NVIDIA's open-source AI blueprint for LLM routing that selects the optimal model per prompt via intent classification or neural auto-routing; being deprecated 2026-06-20.

Free OSSNVIDIA NIM

Capabilities

No model capability flags are currently sourced.

Benchmark peer barsfor Long context

No task-mapped benchmark peers are available for this model yet.

Migration checks

No linked migration route is available for this model yet.

Compare Sarvam-M Multilingual Hybrid with other models

Comparison and alternatives

Browse all comparisons →
Sarvam-M Multilingual Hybrid vs Llama 2 7BSarvam-M Multilingual Hybrid vs Mistral Small 3Sarvam-M Multilingual Hybrid vs Hunyuan Hy3 PreviewSarvam-M Multilingual Hybrid vs Claude InstantSarvam-M Multilingual Hybrid vs Mistral Large 3 675B InstructSarvam-M Multilingual Hybrid vs Mistral 7B v0.1Sarvam-M Multilingual Hybrid vs Together AI - Llama 3 8B LiteSarvam-M Multilingual Hybrid vs Llama 3.1 Swallow 8B InstructSarvam-M Multilingual Hybrid vs Stockmark 2 100B InstructSarvam-M Multilingual Hybrid vs Codex 1Sarvam-M Multilingual Hybrid vs Xiaomi MiMo-V2.5-ProSarvam-M Multilingual Hybrid vs ELYZA Japanese Llama 2 7BSarvam-M Multilingual Hybrid vs Xiaomi MiMo-V2.5Sarvam-M Multilingual Hybrid vs Llama 2 7B ChatSarvam-M Multilingual Hybrid vs Bielik 11B v2.6 InstructSarvam-M Multilingual Hybrid vs Mistral Nemotron
Show all 35 popular comparisonssorted by 7-day search impressions
Sarvam-M Multilingual Hybrid vs Llama 3.1 NemoGuard 8B Topic Control7Sarvam-M Multilingual Hybrid vs Dracarys Llama 3.1 70B Instruct6Sarvam-M Multilingual Hybrid vs GPT-26Sarvam-M Multilingual Hybrid vs Llama 3 Swallow 70B Instruct5Sarvam-M Multilingual Hybrid vs Mistral Medium 3 Instruct5Sarvam-M Multilingual Hybrid vs GPT-4 Turbo Preview5Sarvam-M Multilingual Hybrid vs GPT-45Sarvam-M Multilingual Hybrid vs Llama Guard 7B5Sarvam-M Multilingual Hybrid vs MiniCPM 2B4Sarvam-M Multilingual Hybrid vs GPT-14Sarvam-M Multilingual Hybrid vs Gemma 2 9B SahabatAI Instruct4Sarvam-M Multilingual Hybrid vs GPT-2 Medium4Sarvam-M Multilingual Hybrid vs Phi-4 Mini Flash Reasoning3Sarvam-M Multilingual Hybrid vs Claude Instant 1.13Sarvam-M Multilingual Hybrid vs Llama 3.1 NemoGuard 8B Content Safety3Sarvam-M Multilingual Hybrid vs Italia 10B Instruct3Sarvam-M Multilingual Hybrid vs Together AI - Gemma 3n-e4B3Sarvam-M Multilingual Hybrid vs Llama 3.2 NV EmbedQA 1B v22Sarvam-M Multilingual Hybrid vs Llama 3.2 NV RerankQA 1B v22Sarvam-M Multilingual Hybrid vs Magistral Small 25062Sarvam-M Multilingual Hybrid vs Llama 3.3 Nemotron Super 49B v12Sarvam-M Multilingual Hybrid vs Llama 3.1 Nemotron 70B Reward2Sarvam-M Multilingual Hybrid vs Aquila 2 7B2Sarvam-M Multilingual Hybrid vs Llama 3.1 Nemotron Nano 8B v12Sarvam-M Multilingual Hybrid vs Llama 3 Taiwan 70B Instruct1Sarvam-M Multilingual Hybrid vs ELYZA Japanese Llama 2 13B1Sarvam-M Multilingual Hybrid vs ShieldGemma 9B1Sarvam-M Multilingual Hybrid vs Falcon 3 7B Instruct1Sarvam-M Multilingual Hybrid vs Llama 3.1 Nemotron Nano VL 8B v11Sarvam-M Multilingual Hybrid vs Llama 3.1 Nemotron Nano 4B v1.11Sarvam-M Multilingual Hybrid vs Codex Mini Latest1Sarvam-M Multilingual Hybrid vs Nemotron Mini Hindi 4B Instruct1Sarvam-M Multilingual Hybrid vs Qwen3.5-9B1Sarvam-M Multilingual Hybrid vs Marin 8B Instruct1Sarvam-M Multilingual Hybrid vs Granite Guardian 3.0 8B1

Frequently asked questions

What is the context window of Sarvam-M Multilingual Hybrid?

Sarvam-M Multilingual Hybrid has a context window of 128k tokens.

When was Sarvam-M Multilingual Hybrid released?

Sarvam-M Multilingual Hybrid was released on 2025-06-01.

Which providers offer Sarvam-M Multilingual Hybrid?

Sarvam-M Multilingual Hybrid is available from 1 provider: NVIDIA NIM.