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Llama 4 Maverick vs Step 3.5 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 Llama 4 Maverick and Step 3.5 Flash.

Meta

Llama 4 Maverick

Meta's next-generation open weights model. Delivers premium agentic capabilities, reasoning, and tool call compliance for local or self-hosted enterprise stacks.

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StepFun

Step 3.5 Flash

Step 3.5 Flash is StepFun's most capable open-source foundation model. Built on a sparse Mixture of Experts (MoE) architecture, it selectively activates only 11B of its 196B parameters per token....

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Technical Specifications

SpecificationLlama 4 MaverickStep 3.5 Flash
ProviderMetaStepFun
Context Window1,048,576 tokens262,144 tokens
Agent Suitability89/100N/A
Time to First Token (TTFT)300 msN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-05-252026-01-29

API Pricing Comparison

Input Price per Million Tokens

Llama 4 Maverick

$0.15

Step 3.5 Flash

$0.10

Output Price per Million Tokens

Llama 4 Maverick

$0.60

Step 3.5 Flash

$0.30

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
9150.0%vsN/A
Llama 4 Maverick
Step 3.5 Flash
HumanEvalPython coding & logic synthesis
9380.0%vsN/A
Llama 4 Maverick
Step 3.5 Flash
MATHComplex mathematical problem solving
8920.0%vsN/A
Llama 4 Maverick
Step 3.5 Flash
GPQAGraduate-level expert reasoning
7640.0%vsN/A
Llama 4 Maverick
Step 3.5 Flash
HellaSwagCommonsense reasoning and inference
9720.0%vsN/A
Llama 4 Maverick
Step 3.5 Flash
MT-BenchMulti-turn conversation flow quality
940.0%vsN/A
Llama 4 Maverick
Step 3.5 Flash

Llama 4 Maverick Quirks & Gotchas

  • โ–ธSelf-hostable via Ollama/Docker โ€” ideal for on-premise deployments
  • โ–ธRequires specific system prompt for optimal function calling reliability

Step 3.5 Flash Quirks & Gotchas

No developer gotchas reported.