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Claude Opus 4.8 vs Gemini 2.5 Flash Lite Preview 09-2025

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 Claude Opus 4.8 and Gemini 2.5 Flash Lite Preview 09-2025.

Anthropic

Claude Opus 4.8

Claude Opus 4.8 is Anthropic's most capable generally available model in the Opus family. It supports text, image, and file inputs with text output, with reasoning support and a 1M-token...

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Google

Gemini 2.5 Flash Lite Preview 09-2025

Gemini 2.5 Flash-Lite is a lightweight reasoning model in the Gemini 2.5 family, optimized for ultra-low latency and cost efficiency. It offers improved throughput, faster token generation, and better performance...

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Technical Specifications

SpecificationClaude Opus 4.8Gemini 2.5 Flash Lite Preview 09-2025
ProviderAnthropicGoogle
Context Window1,000,000 tokens1,048,576 tokens
Agent Suitability97/100N/A
Time to First Token (TTFT)520 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetabeta
API AvailableYesYes
Released Date2026-05-272025-09-25

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.8

$5.00

Gemini 2.5 Flash Lite Preview 09-2025

$0.10

Output Price per Million Tokens

Claude Opus 4.8

$25.00

Gemini 2.5 Flash Lite Preview 09-2025

$0.40

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
9540.0%vsN/A
Claude Opus 4.8
Gemini 2.5 Flash Lite Preview 09-2025
HumanEvalPython coding & logic synthesis
9720.0%vsN/A
Claude Opus 4.8
Gemini 2.5 Flash Lite Preview 09-2025
MATHComplex mathematical problem solving
9410.0%vsN/A
Claude Opus 4.8
Gemini 2.5 Flash Lite Preview 09-2025
GPQAGraduate-level expert reasoning
8650.0%vsN/A
Claude Opus 4.8
Gemini 2.5 Flash Lite Preview 09-2025
HellaSwagCommonsense reasoning and inference
9920.0%vsN/A
Claude Opus 4.8
Gemini 2.5 Flash Lite Preview 09-2025
MT-BenchMulti-turn conversation flow quality
980.0%vsN/A
Claude Opus 4.8
Gemini 2.5 Flash Lite Preview 09-2025

Claude Opus 4.8 Quirks & Gotchas

  • โ–ธBest-in-class for autonomous code repair and multi-agent orchestration
  • โ–ธPreview model โ€” API may introduce breaking changes without notice

Gemini 2.5 Flash Lite Preview 09-2025 Quirks & Gotchas

No developer gotchas reported.