LLM Reference

Codex Mini Latest vs Sarvam-M Multilingual Hybrid

Codex Mini Latest (2025) and Sarvam-M Multilingual Hybrid (2025) compare a coding-specialized model against a standalone API model. Codex Mini Latest ships a 200k-token context window, while Sarvam-M Multilingual Hybrid ships a 128k-token context window. This page treats the result as workflow and deployment fit, not a universal model winner.

Treat this as a product-type comparison: Codex Mini Latest is coding-specialized model, while Sarvam-M Multilingual Hybrid is standalone API model. Choose based on workflow fit before reading any benchmark or price row as decisive.

Decision scorecard

Local evidence first
SignalCodex Mini LatestSarvam-M Multilingual Hybrid
Product typeCoding-specialized modelStandalone API model
Best forcustom coding agents and code generationgeneral production evaluation
Decision fitCoding and Long contextLong context
Context window200k128k
Cheapest output--
Provider routes0 tracked1 tracked
Shared benchmarks0 shared0 shared

Decision tradeoffs

Choose Codex Mini Latest when...
  • Codex Mini Latest has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • Local decision data tags Codex Mini Latest for Coding and Long context.
Choose Sarvam-M Multilingual Hybrid when...
  • Sarvam-M Multilingual Hybrid has broader tracked provider coverage for fallback and route flexibility.
  • Local decision data tags Sarvam-M Multilingual Hybrid for Long context.

Monthly cost at traffic

Estimate token spend from the cheapest tracked input and output route or tier on this page.

Codex Mini Latest

Unavailable

No complete token price in local provider data

Sarvam-M Multilingual Hybrid

Unavailable

No complete token price in local provider data

Cost delta unavailable until both models have sourced input and output token prices.

Switch friction

Codex Mini Latest -> Sarvam-M Multilingual Hybrid
  • No overlapping tracked provider route is sourced for Codex Mini Latest and Sarvam-M Multilingual Hybrid; plan for SDK, billing, or endpoint changes.
Sarvam-M Multilingual Hybrid -> Codex Mini Latest
  • No overlapping tracked provider route is sourced for Sarvam-M Multilingual Hybrid and Codex Mini Latest; plan for SDK, billing, or endpoint changes.

Specs

Specification
Released2025-05-162025-06-01
Context window200k128k
Parameters—24B
ArchitectureDecoder OnlyDecoder Only
LicenseProprietaryApache 2.0OSI-approved
OpennessProprietaryOpen source
WeightsNot releasedNot released
CodeUnknownUnknown
Commercial useCommercial use: conditionalCommercial use: permitted
Knowledge cutoff2024-06-

Pricing and availability

Pricing attributeCodex Mini LatestSarvam-M Multilingual Hybrid
Input price--
Output price--
Providers-

Pricing not yet sourced for either model.

Capabilities

CapabilityCodex Mini LatestSarvam-M Multilingual Hybrid
VisionNoNo
MultimodalNoNo
ReasoningNoNo
JSON / Tool useNoNo
Structured outputsNoNo
Code executionNoNo
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

No shared benchmark scores are currently available for this pair.

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Last reviewed: 2026-09-18. Data sourced from public model cards and provider documentation.