API cost decision in 10 seconds

🔥Gemini 2.5 Flash vs Qwen3 Coder 480B A35B

Pick Qwen3 Coder 480B A35B when budget is the priority.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Qwen3 Coder 480B A35B when budget is the priority.

On the standard 1M input plus 500K output workload, Qwen3 Coder 480B A35B is estimated at $1.12 vs $1.55 for Gemini 2.5 Flash, saving $0.43 (27.7% lower).

Cost-first pickQwen3 Coder 480B A35B
Context-first pickBoth models
Sample savings$0.4327.7%
10x traffic gap$4.3

The reported context window is tied, so cost and provider fit carry more weight. At 10x that traffic, the same price gap is about $4.3. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Qwen3 Coder 480B A35B stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickGemini 2.5 FlashQwen3 Coder 480B A35B
Input-heavy / RAG5M input + 500K outputQwen3 Coder 480B A35B$2.75$2
Balanced workload1M input + 1M outputQwen3 Coder 480B A35B$2.8$2.02
Output-heavy chatbot1M input + 5M outputQwen3 Coder 480B A35B$12.8$9.22
Cheaper input Qwen3 Coder 480B A35B $0.3 vs $0.22 / 1M

Qwen3 Coder 480B A35B is $0.08 cheaper per 1M input tokens (26.7% lower; 1.36x difference).

Cheaper output Qwen3 Coder 480B A35B $2.5 vs $1.8 / 1M

Qwen3 Coder 480B A35B is $0.7 cheaper per 1M output tokens (28% lower; 1.39x difference).

Larger context Tie 1.05M vs 1.05M

Both models report the same context window at 1.05M tokens.

Sample workload Qwen3 Coder 480B A35B $1.55 vs $1.12

Qwen3 Coder 480B A35B is $0.43 cheaper on the standard workload (27.7% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Gemini 2.5 Flash Calculating… Estimated API cost
Qwen3 Coder 480B A35B Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Quick Decision

Verdict

Qwen3 Coder 480B A35B has the lower input price; Qwen3 Coder 480B A35B has the lower output price; both models report the same context window. For the 1M input plus 500K output sample, Qwen3 Coder 480B A35B is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $1.55 for Gemini 2.5 Flash and $1.12 for Qwen3 Coder 480B A35B.

Best Fit

Choose Gemini 2.5 Flash when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

Choose Qwen3 Coder 480B A35B when you care most about lower input-token price, and lower output-token price.

Decision Notes
  • On the standard 1M input plus 500K output workload, Qwen3 Coder 480B A35B is estimated at $1.12 vs $1.55 for Gemini 2.5 Flash, saving $0.43 (27.7% lower).
  • Qwen3 Coder 480B A35B is $0.43 cheaper on the standard workload (27.7% lower).
  • Qwen3 Coder 480B A35B is $0.08 cheaper per 1M input tokens (26.7% lower; 1.36x difference).
  • Qwen3 Coder 480B A35B is $0.7 cheaper per 1M output tokens (28% lower; 1.39x difference).
  • Both models report the same context window at 1.05M tokens.
Head-to-Head Specs
Feature🔥Gemini 2.5 Flash
(Google)		Qwen3 Coder 480B A35B
(Qwen)
Input Price
prompt tokens per 1M		$0.3$0.22
Completion Price
per 1M tokens		$2.5$1.8
Sample Workload Cost
1M input + 500K output		$1.55$1.12
Context Window1.05M1.05M
Release Date
Popularity#15#97

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionQwen3 Coder 480B A35BOn the standard 1M input plus 500K output workload, Qwen3 Coder 480B A35B is estimated at $1.12 vs $1.55 for Gemini 2.5 Flash, saving $0.43 (27.7% lower).
High-volume input processingQwen3 Coder 480B A35BLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsQwen3 Coder 480B A35BLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workTieA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Gemma 4 31B (free) can replace Gemini 2.5 Flash when lower sample workload cost matters most: $0.
  • Gemma 4 26B A4B (free) can replace Gemini 2.5 Flash when lower sample workload cost matters most: $0.
  • Lyria 3 Clip Preview can replace Gemini 2.5 Flash when lower sample workload cost matters most: $0.
  • Lyria 3 Pro Preview can replace Gemini 2.5 Flash when lower sample workload cost matters most: $0.
Larger context near this budget
  • Llama 4 Scout offers 10M context with $0.23 sample workload cost.
  • Owl Alpha offers 1.05M context with $0 sample workload cost.

Cheaper alternatives

Review low-cost models sorted by a standard 1M input plus 500K output workload.

Open cheapest models

Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

Open largest context models

Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

Open provider hubs

Google catalog

Review all tracked Google models before deciding whether this matchup is the right shortlist.

Open Google models

Qwen catalog

Check other Qwen models with comparable pricing, context, or release timing.

Open Qwen models
Gemini 2.5 Flash

Gemini 2.5 Flash is Google's state-of-the-art workhorse model, specifically designed for advanced reasoning, coding, mathematics, and scientific tasks. It includes built-in "thinking" capabilities, enabling it to provide responses with greater...

Qwen3 Coder 480B A35B

Qwen3-Coder-480B-A35B-Instruct is a Mixture-of-Experts (MoE) code generation model developed by the Qwen team. It is optimized for agentic coding tasks such as function calling, tool use, and long-context reasoning over...