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Command R+ vs Gemini 3.1 Pro Preview

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Command R+ and Gemini 3.1 Pro Preview.

Cohere

Command R+

Cohere's enterprise-optimized model built for advanced Retrieval-Augmented Generation (RAG) and multi-step tool use. Highly effective for multilingual business processes.

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Google

Gemini 3.1 Pro Preview

Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage across complex workflows. Building on the multimodal foundation...

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Technical Specifications

SpecificationCommand R+Gemini 3.1 Pro Preview
ProviderCohereGoogle
Context Window128,000 tokens1,048,576 tokens
Agent Suitability86/100N/A
Time to First Token (TTFT)350 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2024-04-042026-02-19

API Pricing Comparison

Input Price per Million Tokens

Command R+

$2.50

Gemini 3.1 Pro Preview

$2.00

Output Price per Million Tokens

Command R+

$10.00

Gemini 3.1 Pro Preview

$12.00

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
7570.0%vsN/A
Command R+
Gemini 3.1 Pro Preview
HumanEvalPython coding & logic synthesis
7800.0%vsN/A
Command R+
Gemini 3.1 Pro Preview
MATHComplex mathematical problem solving
6200.0%vsN/A
Command R+
Gemini 3.1 Pro Preview
GPQAGraduate-level expert reasoning
4200.0%vsN/A
Command R+
Gemini 3.1 Pro Preview
HellaSwagCommonsense reasoning and inference
8250.0%vsN/A
Command R+
Gemini 3.1 Pro Preview
MT-BenchMulti-turn conversation flow quality
800.0%vsN/A
Command R+
Gemini 3.1 Pro Preview

Command R+ Quirks & Gotchas

  • Optimized for RAG workflows — best enterprise document search model
  • Tool calling requires explicit step definitions in Cohere's tool-use format

Gemini 3.1 Pro Preview Quirks & Gotchas

No developer gotchas reported.