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

GPT-5.6 Terra vs Qwen 2.5 Coder 32B — Together AI

Side-by-side technical and economic comparison between OpenAI's GPT-5.6 Terra 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
MetricGPT-5.6 TerraQwen 2.5 Coder 32B — Together AIAdvantage
Provider OrganizationOpenAIAlibaba / Qwen
Standard Input / 1M$2.00$0.80Qwen 2.5 Coder 32B — Together AI (60% lower)
Cached Input / 1M$0.20NoneGPT-5.6 Terra lower
Output / 1M$12.00$0.80Qwen 2.5 Coder 32B — Together AI lower
Context Window1.05M128kGPT-5.6 Terra (1.05M)
Max Generation Tokens16.4k8.2kGPT-5.6 Terra
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
GPT-5.6 Terra
$3,705.00 / month
$0.0124 / request
Qwen 2.5 Coder 32B — Together AILOWER COST
$792.00 / month
$0.00264 / request
Selecting Qwen 2.5 Coder 32B — Together AI saves $2,913.00 / month (78.6% savings) over GPT-5.6 Terra.

When to Choose GPT-5.6 Terra

Opt for GPT-5.6 Terra 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 $2/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.