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Claude 3.5 Sonnet vs Gemini 2.0 Flash

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 3.5 Sonnet and Gemini 2.0 Flash.

Anthropic

Claude 3.5 Sonnet

Claude 3.5 Sonnet was Anthropic's breakout model of 2024, widely regarded as one of the most capable commercial LLMs of its generation. It earned widespread developer praise for its exceptional coding ability, nuanced long-form writing, and reliable complex reasoning across a 200,000-token context window. Claude 3.5 Sonnet introduced computer-use capabilities, enabling it to interact with desktop environments, web browsers, and software tools autonomously. Available via API at $3/MTok for input, it continues to be a popular choice for developers who want a well-rounded, safety-aligned model with strong benchmark performance for coding, analysis, and content generation tasks.

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Google

Gemini 2.0 Flash

Gemini 2.0 Flash is Google's previous-generation fast, cost-efficient multimodal model, offering a compelling balance of speed, capability, and price. It supports text, image, and audio inputs with native multimodal understanding, making it well-suited for high-volume classification, real-time content moderation, and data extraction pipelines. Gemini 2.0 Flash introduced Google's context caching feature, significantly reducing costs for repeated document processing. While the 3.x series has since succeeded it, Gemini 2.0 Flash remains a popular cost-optimized choice for teams with established Vertex AI workflows.

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Technical Specifications

SpecificationClaude 3.5 SonnetGemini 2.0 Flash
ProviderAnthropicGoogle
Context Window200,000 tokens1,048,576 tokens
Agent SuitabilityN/A80/100
Time to First Token (TTFT)N/A180 ms
Deployment ModelN/Amanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-06-212025-02-05

API Pricing Comparison

Input Price per Million Tokens

Claude 3.5 Sonnet

$3.00

Gemini 2.0 Flash

$0.10

Output Price per Million Tokens

Claude 3.5 Sonnet

$15.00

Gemini 2.0 Flash

$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
8870.0%vsN/A
Claude 3.5 Sonnet
Gemini 2.0 Flash
HumanEvalPython coding & logic synthesis
9200.0%vsN/A
Claude 3.5 Sonnet
Gemini 2.0 Flash
MATHComplex mathematical problem solving
7110.0%vsN/A
Claude 3.5 Sonnet
Gemini 2.0 Flash
GPQAGraduate-level expert reasoning
5940.0%vsN/A
Claude 3.5 Sonnet
Gemini 2.0 Flash
HellaSwagCommonsense reasoning and inference
9540.0%vsN/A
Claude 3.5 Sonnet
Gemini 2.0 Flash
MT-BenchMulti-turn conversation flow quality
935.0%vsN/A
Claude 3.5 Sonnet
Gemini 2.0 Flash

Claude 3.5 Sonnet Quirks & Gotchas

No developer gotchas reported.

Gemini 2.0 Flash Quirks & Gotchas

  • โ–ธContext caching via Vertex AI โ€” up to 75% cost reduction for repeated prompts
  • โ–ธLegacy model โ€” migrate to Gemini 3.1 Flash for improved accuracy