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

OpenAI o3-pro vs Qwen 2.5 Coder 32B — Together AI

Side-by-side technical and economic comparison between OpenAI's OpenAI o3-pro 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
MetricOpenAI o3-proQwen 2.5 Coder 32B — Together AIAdvantage
Provider OrganizationOpenAIAlibaba / Qwen
Standard Input / 1M$20.00$0.80Qwen 2.5 Coder 32B — Together AI (96% lower)
Cached Input / 1MNoneNoneQwen 2.5 Coder 32B — Together AI lower
Output / 1M$80.00$0.80Qwen 2.5 Coder 32B — Together AI lower
Context Window256k128kOpenAI o3-pro (256k)
Max Generation Tokens100k8.2kOpenAI o3-pro
Tokenizer FamilyOpenAI o200k_base (200k 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
OpenAI o3-pro
$34,200.00 / month
$0.1140 / request
Qwen 2.5 Coder 32B — Together AILOWER COST
$792.00 / month
$0.00264 / request
Selecting Qwen 2.5 Coder 32B — Together AI saves $33,408.00 / month (97.7% savings) over OpenAI o3-pro.

When to Choose OpenAI o3-pro

Opt for OpenAI o3-pro when your engineering requirements prioritize OpenAI's ecosystem, specific tokenizer efficiencies (Exact BPE (o200k_base)), or when your expected prompt-to-completion ratios favor its $20/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.