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TokenMath.net
Updated 2026-09-22 11:16 UTC
Head-to-Head Specification Battle

Claude Haiku 4.5 vs Qwen 2.5 Coder 32B — Together AI

Side-by-side technical and economic comparison between Anthropic's Claude Haiku 4.5 and Alibaba / Qwen's Qwen 2.5 Coder 32B — Together AI.

Endpoint Availability & Transition Notice

Qwen 2.5 Coder 32B — Together AI: Listed on Together AI catalog at $0.80/M in, $0.80/M out. The serverless endpoint is launching soon and not yet live in production.

Qwen 2.5 Coder 32B — Together AI: Classified as a Legacy Reference model (Listed ($0.80/M) — Endpoint Launching Soon (Not Live)).

Core Technical & Pricing Comparison
MetricClaude Haiku 4.5Qwen 2.5 Coder 32B — Together AIAdvantage
Provider OrganizationAnthropicAlibaba / Qwen
Standard Input / 1M$1.00$0.80Qwen 2.5 Coder 32B — Together AI (20% lower)
Cached Input / 1M$0.10NoneClaude Haiku 4.5 lower
Output / 1M$5.00$0.80Qwen 2.5 Coder 32B — Together AI lower
Context Window200k128kClaude Haiku 4.5 (200k)
Max Generation Tokens8.2k8.2kClaude Haiku 4.5
Tokenizer FamilyAnthropic Claude BPE (~65k vocabulary)Qwen Byte-level BPE (~152k vocabulary)

Interactive Side-by-Side Cost Simulator

Live Delta
Input Tokens / Req2,500
Output Tokens / Req800
Daily Requests10,000
Claude Haiku 4.5
$1,612.50 / month
$0.00537 / request
Qwen 2.5 Coder 32B — Together AILOWER COST
$792.00 / month
$0.00264 / request
Selecting Qwen 2.5 Coder 32B — Together AI saves $820.50 / month (50.9% savings) over Claude Haiku 4.5.

When to Choose Claude Haiku 4.5

Opt for Claude Haiku 4.5 when your engineering requirements prioritize Anthropic's ecosystem, specific tokenizer efficiencies (Calibrated Claude Tokenizer (±3%)), or when your expected prompt-to-completion ratios favor its $1/M input rate.

When to Choose Qwen 2.5 Coder 32B — Together AI

Opt for Qwen 2.5 Coder 32B — Together AI when looking for Alibaba / Qwen's tooling integration, specific context window depth (128k tokens), or when output generation volume favors its $0.8/M rate.