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Anthropic Claude Haiku Latest vs Step 3.7 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 Anthropic Claude Haiku Latest and Step 3.7 Flash.

Anthropic

Anthropic Claude Haiku Latest

This model always redirects to the latest model in the Anthropic Claude Haiku family.

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StepFun

Step 3.7 Flash

Step 3.7 Flash is StepFun's latest high-efficiency multimodal Mixture-of-Experts model. It pairs a 196B-parameter language backbone with a vision encoder for native image and video understanding, activating roughly 11B parameters...

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Technical Specifications

SpecificationAnthropic Claude Haiku LatestStep 3.7 Flash
ProviderAnthropicStepFun
Context Window200,000 tokens256,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-04-272026-05-28

API Pricing Comparison

Input Price per Million Tokens

Anthropic Claude Haiku Latest

$1.00

Step 3.7 Flash

$0.20

Output Price per Million Tokens

Anthropic Claude Haiku Latest

$5.00

Step 3.7 Flash

$1.15

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
N/Avs8450.0%
Anthropic Claude Haiku Latest
Step 3.7 Flash
HumanEvalPython coding & logic synthesis
N/Avs8600.0%
Anthropic Claude Haiku Latest
Step 3.7 Flash
MATHComplex mathematical problem solving
N/Avs6680.0%
Anthropic Claude Haiku Latest
Step 3.7 Flash
GPQAGraduate-level expert reasoning
N/Avs4400.0%
Anthropic Claude Haiku Latest
Step 3.7 Flash
HellaSwagCommonsense reasoning and inference
N/Avs8580.0%
Anthropic Claude Haiku Latest
Step 3.7 Flash
MT-BenchMulti-turn conversation flow quality
N/Avs890.0%
Anthropic Claude Haiku Latest
Step 3.7 Flash

Anthropic Claude Haiku Latest Quirks & Gotchas

No developer gotchas reported.

Step 3.7 Flash Quirks & Gotchas

No developer gotchas reported.