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text model comparison

Grok 4.3 vs Step 5 Preview

Grok 4.3 and Step 5 Preview are both current text models, from xAI and StepFun. Step 5 Preview is 20% cheaper per 1M input tokens than Grok 4.3, $1 vs $1.25. Both accept 1,000,000 tokens of context.

Data verified October 13, 2026 · Dataset 2026-10-13

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Side by side

Standard-tier prices in effect today. The better value in each row is highlighted.

FactGrok 4.3Step 5 Preview
Price per 1M input tokens$1.25$1 (better)
Price per 1M output tokens$2.50 (better)$2.70
Cost of 10M input and 2M output tokens$17.50$15.40 (better)
Arena Text1442 Elo (#39 of 49)Not measured
GPQA Diamond88.8% (#32 of 40)Not measured
FrontierMath Tiers 1-3 (v2)42.8% (#35 of 40)Not measured
SimpleQA Verified33.2% (#30 of 36)Not measured
ProviderxAIStepFun
Release dateNot reportedNot reported
AccessAPI onlyAPI only
Context window1,000,000 tokens1,000,000 tokens
Max outputNot reported64,000 tokens
Inputtext, imagetext, image, video
Outputtexttext

Scores:Arena · 2026-10-12Epoch AI · 2026-10-12

When to choose each

Grok 4.3

Best for

  • General-purpose reasoning, instruction following, and agentic tool-use evaluations

Watch out for

  • The published base rates double when requests reach the provider's 200,000-token long-context threshold
Full Grok 4.3 profile

Step 5 Preview

Best for

  • Long-context agentic coding and finance work

Watch out for

  • A preview: StepFun publishes no release date, parameter count or benchmark scores for it
  • Output tokens are billed including the reasoning trace, and output is capped at 64K tokens
Full Step 5 Preview profile

Grok 4.3 vs Step 5 Preview FAQ

Which is cheaper, Grok 4.3 or Step 5 Preview?

Step 5 Preview is 20% cheaper per 1M input tokens than Grok 4.3, $1 vs $1.25. For 10M input and 2M output tokens, Grok 4.3 costs $17.50 and Step 5 Preview $15.40 at standard rates.

Which has the larger context window, Grok 4.3 or Step 5 Preview?

Both accept 1,000,000 tokens of context.

Production evaluation

Choosing between Grok 4.3 and Step 5 Preview?

Public benchmarks narrow the shortlist. We run both on your own tasks, data and cost limits, then build the routing and review controls to run the winner in production.

  • A head-to-head evaluation on your real workload
  • Routing between models by cost and difficulty