← Back to Model Hub/SIDE-BY-SIDE REVIEW
SHARE THIS:

Claude Sonnet 4.5 vs o4 Mini High

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 Sonnet 4.5 and o4 Mini High.

Anthropic

Claude Sonnet 4.5

Claude Sonnet 4.5 is Anthropic’s most advanced Sonnet model to date, optimized for real-world agents and coding workflows. It delivers state-of-the-art performance on coding benchmarks such as SWE-bench Verified, with...

View Full Specs
OpenAI

o4 Mini High

OpenAI o4-mini-high is the same model as [o4-mini](/openai/o4-mini) with reasoning_effort set to high. OpenAI o4-mini is a compact reasoning model in the o-series, optimized for fast, cost-efficient performance while retaining...

View Full Specs

Technical Specifications

SpecificationClaude Sonnet 4.5o4 Mini High
ProviderAnthropicOpenAI
Context Window1,000,000 tokens200,000 tokens
Agent Suitability91/100N/A
Time to First Token (TTFT)380 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-09-292025-04-16

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4.5

$3.00

o4 Mini High

$1.10

Output Price per Million Tokens

Claude Sonnet 4.5

$15.00

o4 Mini High

$4.40

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
8950.0%vsN/A
Claude Sonnet 4.5
o4 Mini High
HumanEvalPython coding & logic synthesis
9280.0%vsN/A
Claude Sonnet 4.5
o4 Mini High
MATHComplex mathematical problem solving
8000.0%vsN/A
Claude Sonnet 4.5
o4 Mini High
GPQAGraduate-level expert reasoning
6250.0%vsN/A
Claude Sonnet 4.5
o4 Mini High
HellaSwagCommonsense reasoning and inference
9580.0%vsN/A
Claude Sonnet 4.5
o4 Mini High
MT-BenchMulti-turn conversation flow quality
930.0%vsN/A
Claude Sonnet 4.5
o4 Mini High

Claude Sonnet 4.5 Quirks & Gotchas

  • Excellent for long-form writing and nuanced document analysis
  • Slightly slower than Sonnet 4.6 — upgrade for production agentic use

o4 Mini High Quirks & Gotchas

No developer gotchas reported.