Claude Haiku 5.5 vs Step 3.7 Flash

Price, context window & benchmark comparison

Anthropic

Claude Haiku 5.5

Anthropic
$0.10 / $0.50
Input / Output · per 1M tokens
VS
StepFun

Step 3.7 Flash

StepFun
$0.20 / $1.15
Input / Output · per 1M tokens
Compare different models
Anthropic
StepFun
Verdict: Claude Haiku 5.5 is 2.2× cheaper than Step 3.7 Flash on a typical 3:1 input/output mix. Claude Haiku 5.5 has the larger context window (1M vs 262K).
Claude Haiku 5.5Step 3.7 Flash
Input price / 1M$0.10$0.20
Output price / 1M$0.50$1.15
Blended price (3:1)$0.20$0.44
Cached input / 1M$0.01$0.04
Context window1M262K
Max output128K230K
Intelligence index36.5—
Coding index—39.6
Providers10—
Best provider uptime (30m)100.0%—
Vision inputYesYes
ReasoningYesYes
Tool callingYesYes
Released2026-10-072026-05-28
Retirement——

Cost calculator

FAQ

Which is cheaper, Claude Haiku 5.5 or Step 3.7 Flash?

Claude Haiku 5.5 is 2.2× cheaper than Step 3.7 Flash on a typical 3:1 input/output mix.

Claude Haiku 5.5 vs Step 3.7 Flash: which has a bigger context window?

Claude Haiku 5.5: 1,000,000 tokens. Step 3.7 Flash: 262,144 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: Claude Haiku 5.5 ≈ $450.00, Step 3.7 Flash ≈ $975.00.

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