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GPT Audio vs Qwen3 Coder 30B A3B Instruct

Qwen3 Coder 30B A3B Instruct costs 22.7x less per output token than GPT Audio ($0.44 vs $10.00 per million). Updated October 21, 2026; no benchmark has tested both models yet.

GPT AudioOpenAI
Coding
No data
Overall
No data
Output $/M
$10.00
Qwen3 Coder 30B A3B InstructQwen
Coding
No data
Overall
No data
Output $/M
$0.44
vs $10.00 vs $0.44 per 1M output tokens. Qwen3 Coder 30B A3B Instruct is 22.7x cheaper.

GPT Audio or Qwen3 Coder 30B A3B Instruct: which to pick

Neither model has a coding score yet, so the two cannot be ranked on coding.

Compare them on price, context and the boards below.

No benchmark has tested both yet. GPT Audio has none yet; Qwen3 Coder 30B A3B Instruct on SWE-bench Verified, SWE-bench Lite and LiveCodeBench (Artificial Analysis run). Compare them on price and context instead.

Which one for your work

Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.

At a glance

Coding index
GPT Audio not benchmarked, Qwen3 Coder 30B A3B Instruct not benchmarked.
Widest category
None yet: no category has been tested on both models.
Widest single gap
None yet: no benchmark has tested both models.
Output price
GPT Audio $10.00 against Qwen3 Coder 30B A3B Instruct $0.44 per million output tokens, 22.7x apart.
Context window
GPT Audio takes 128K tokens, Qwen3 Coder 30B A3B Instruct 262K.

Benchmark by benchmark

Every board either model has a result on, a category to a fold; bars are each result on a 0 to 100 scale. Only one model is measured on each, so no row names a leader.

CodingDirectional onlySix of these boards feed the Vibe Coding Index4 boards measured
Coding benchmarks for GPT Audio and Qwen3 Coder 30B A3B Instruct
BenchmarkGPT AudioQwen3 Coder 30B A3B InstructLeader
SWE-bench VerifiedNot measured60.4%Only Qwen3 Coder 30B A3B Instruct measured
SWE-bench LiteNot measured49.7%Only Qwen3 Coder 30B A3B Instruct measured
LiveCodeBench (Artificial Analysis run)Not measured40.3%Only Qwen3 Coder 30B A3B Instruct measured
Terminal-Bench Hard (Artificial Analysis run)Not measured15.2%Only Qwen3 Coder 30B A3B Instruct measured
Neither model has a result on the other 35 boards here
IntelligenceDirectional onlyPublic boards, shown as published, kept out of the index1 board measured
Intelligence benchmarks for GPT Audio and Qwen3 Coder 30B A3B Instruct
BenchmarkGPT AudioQwen3 Coder 30B A3B InstructLeader
AA Intelligence IndexNot measured9.6Only Qwen3 Coder 30B A3B Instruct measured
Neither model has a result on the other 1 board here
Agentic workDirectional onlyPublic boards, shown as published, kept out of the index1 board measured
Agentic work benchmarks for GPT Audio and Qwen3 Coder 30B A3B Instruct
BenchmarkGPT AudioQwen3 Coder 30B A3B InstructLeader
τ²-Bench TelecomNot measured34.5%Only Qwen3 Coder 30B A3B Instruct measured
Neither model has a result on the other 40 boards here
ReasoningDirectional onlyPublic boards, shown as published, kept out of the index2 boards measured
Reasoning benchmarks for GPT Audio and Qwen3 Coder 30B A3B Instruct
BenchmarkGPT AudioQwen3 Coder 30B A3B InstructLeader
GPQA Diamond (Artificial Analysis run)Not measured51.6%Only Qwen3 Coder 30B A3B Instruct measured
Humanity's Last Exam (Artificial Analysis run)Not measured3.8%Only Qwen3 Coder 30B A3B Instruct measured
Neither model has a result on the other 20 boards here
MathDirectional onlyPublic boards, shown as published, kept out of the index2 boards measured
Math benchmarks for GPT Audio and Qwen3 Coder 30B A3B Instruct
BenchmarkGPT AudioQwen3 Coder 30B A3B InstructLeader
AA Math IndexNot measured29.0Only Qwen3 Coder 30B A3B Instruct measured
AIME 2025 (Artificial Analysis run)Not measured29.0%Only Qwen3 Coder 30B A3B Instruct measured
Neither model has a result on the other 11 boards here
KnowledgeDirectional onlyPublic boards, shown as published, kept out of the index1 board measured
Knowledge benchmarks for GPT Audio and Qwen3 Coder 30B A3B Instruct
BenchmarkGPT AudioQwen3 Coder 30B A3B InstructLeader
MMLU Pro (Artificial Analysis run)Not measured70.6%Only Qwen3 Coder 30B A3B Instruct measured
Neither model has a result on the other 17 boards here
Web designDirectional onlyPublic boards, shown as published, kept out of the index3 boards measured
Web design benchmarks for GPT Audio and Qwen3 Coder 30B A3B Instruct
BenchmarkGPT AudioQwen3 Coder 30B A3B InstructLeader
Design Arena: websitesNot measured1087Only Qwen3 Coder 30B A3B Instruct measured
Design Arena: UI componentsNot measured1046Only Qwen3 Coder 30B A3B Instruct measured
Design Arena: data vizNot measured1085Only Qwen3 Coder 30B A3B Instruct measured
Neither model has a result on the other 6 boards here
GeneralDirectional onlyPublic boards, shown as published, kept out of the index2 boards measured
General benchmarks for GPT Audio and Qwen3 Coder 30B A3B Instruct
BenchmarkGPT AudioQwen3 Coder 30B A3B InstructLeader
IFBenchNot measured32.7%Only Qwen3 Coder 30B A3B Instruct measured
Long context reasoning (AA-LCR)Not measured32.7%Only Qwen3 Coder 30B A3B Instruct measured
Neither model has a result on the other 44 boards here

What each workload costs

Three fixed token mixes at each model's listed price, so per-token rates become a bill.

Chat turn

1K input + 500 output tokens

GPT Audio$0.0075Fits in one request
Qwen3 Coder 30B A3B Instruct$0.0003Fits in one request

Qwen3 Coder 30B A3B Instruct costs less

Repository review

50K input + 3K output tokens

GPT Audio$0.155Fits in one request
Qwen3 Coder 30B A3B Instruct$0.0068Fits in one request

Qwen3 Coder 30B A3B Instruct costs less

Agent loop

200K input + 10K output tokens

GPT Audio$0.600Exceeds the context window
Qwen3 Coder 30B A3B Instruct$0.026Fits in one request

Qwen3 Coder 30B A3B Instruct costs less

Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.

Specification differences

The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.

Specifications of GPT Audio and Qwen3 Coder 30B A3B Instruct
SpecificationOpenAI GPT AudioQwen3 Coder 30B A3B Instruct
MakerOpenAIQwen
WeightsNo public weights listedOpen weights
ReleasedJanuary 19, 2026July 31, 2025
Context window128K262K
Input $/Mtok$2.50$0.11
Output $/Mtok$10.00$0.44
Coding indexNot benchmarkedNot benchmarked
Independent measurements behind it00
Cost per solved taskNot computableNot computable
SourceOpenRouter listingOpenRouter listing

Questions

Is GPT Audio better than Qwen3 Coder 30B A3B Instruct for coding?

Neither model has a coding score yet, so the two cannot be ranked on coding. Compare them on price, context and the boards below.

Which is cheaper, GPT Audio or Qwen3 Coder 30B A3B Instruct?

GPT Audio costs $2.50 per million input tokens and $10.00 per million output tokens; Qwen3 Coder 30B A3B Instruct costs $0.11 and $0.44. Cost per solved task is known for neither of them.

Which has the bigger context window, GPT Audio or Qwen3 Coder 30B A3B Instruct?

Qwen3 Coder 30B A3B Instruct, with 262K tokens against 128K.

Has any benchmark tested both GPT Audio and Qwen3 Coder 30B A3B Instruct?

No benchmark has tested both yet. GPT Audio has none yet; Qwen3 Coder 30B A3B Instruct on SWE-bench Verified, SWE-bench Lite and LiveCodeBench (Artificial Analysis run). Compare them on price and context instead. Data as of October 21, 2026.

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