API cost decision in 10 seconds

🔥Gemini 3 Flash Preview vs Qwen3 235B A22B

Pick Qwen3 235B A22B for lower cost; pick Gemini 3 Flash Preview only if the larger context window matters more.

Page updated: 2026-05-26T15:08:08Z Data confirmed: 2026-05-26T18:08:02Z Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Qwen3 235B A22B for lower cost; pick Gemini 3 Flash Preview only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Qwen3 235B A22B is estimated at $1.36 vs $2 for Gemini 3 Flash Preview, saving $0.64 (31.8% lower).

Cost-first pickQwen3 235B A22B

Context-first pickGemini 3 Flash Preview

Sample savings$0.6431.8%

10x traffic gap$6.35

Gemini 3 Flash Preview has more context, but Qwen3 235B A22B saves $0.64 on the standard workload. At 10x that traffic, the same price gap is about $6.35. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Qwen3 235B A22B stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shape	Token mix	Better pick	Gemini 3 Flash Preview	Qwen3 235B A22B
Input-heavy / RAG	5M input + 500K output	Qwen3 235B A22B	$4	$3.19
Balanced workload	1M input + 1M output	Qwen3 235B A22B	$3.5	$2.27
Output-heavy chatbot	1M input + 5M output	Qwen3 235B A22B	$15.5	$9.55

Cheaper input Qwen3 235B A22B $0.5 vs $0.455 / 1M

Qwen3 235B A22B is $0.04 cheaper per 1M input tokens (9% lower; 1.1x difference).

Cheaper output Qwen3 235B A22B $3 vs $1.82 / 1M

Qwen3 235B A22B is $1.18 cheaper per 1M output tokens (39.3% lower; 1.65x difference).

Larger context Gemini 3 Flash Preview 1.05M vs 131.07K

Gemini 3 Flash Preview has 917.5K more context (8x larger).

Sample workload Qwen3 235B A22B $2 vs $1.36

Qwen3 235B A22B is $0.64 cheaper on the standard workload (31.8% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.

Monthly input tokens Monthly output tokens

Gemini 3 Flash Preview Calculating… Estimated API cost

Qwen3 235B A22B 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 235B A22B has the lower input price; Qwen3 235B A22B has the lower output price; Gemini 3 Flash Preview offers the larger context window. For the 1M input plus 500K output sample, Qwen3 235B A22B is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $2 for Gemini 3 Flash Preview and $1.36 for Qwen3 235B A22B.

Best Fit

Choose Gemini 3 Flash Preview when you care most about larger context window.

Choose Qwen3 235B A22B 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 235B A22B is estimated at $1.36 vs $2 for Gemini 3 Flash Preview, saving $0.64 (31.8% lower).
Qwen3 235B A22B is $0.64 cheaper on the standard workload (31.8% lower).
Qwen3 235B A22B is $0.04 cheaper per 1M input tokens (9% lower; 1.1x difference).
Qwen3 235B A22B is $1.18 cheaper per 1M output tokens (39.3% lower; 1.65x difference).
Gemini 3 Flash Preview has 917.5K more context (8x larger).

Head-to-Head Specs

Feature	🔥Gemini 3 Flash Preview (Google)	Qwen3 235B A22B (Qwen)
Input Price prompt tokens per 1M	$0.5	$0.455
Completion Price per 1M tokens	$3	$1.82
Sample Workload Cost 1M input + 500K output	$2	$1.36
Context Window	1.05M	131.07K
Release Date	2025-12-17	2025-04-28
Popularity	#7	#131

Use-Case Decision Matrix

Use case	Better pick	Why
Budget-constrained production	Qwen3 235B A22B	On the standard 1M input plus 500K output workload, Qwen3 235B A22B is estimated at $1.36 vs $2 for Gemini 3 Flash Preview, saving $0.64 (31.8% lower).
High-volume input processing	Qwen3 235B A22B	Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbots	Qwen3 235B A22B	Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document work	Gemini 3 Flash Preview	A 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 3 Flash Preview when lower sample workload cost matters most: $0.
Gemma 4 26B A4B (free) can replace Gemini 3 Flash Preview when lower sample workload cost matters most: $0.
Lyria 3 Clip Preview can replace Gemini 3 Flash Preview when lower sample workload cost matters most: $0.
Lyria 3 Pro Preview can replace Gemini 3 Flash Preview 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.
Grok 4.20 offers 2M context with $2.5 sample workload cost.
Owl Alpha offers 1.05M context with $0 sample workload cost.

Popular competitors

DeepSeek V4 Flash · DeepSeek · #1
Hy3 preview · Tencent · #2
Claude Opus 4.7 · Anthropic · #3
Claude Sonnet 4.6 · Anthropic · #4

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 3 Flash Preview

Gemini 3 Flash Preview is a high speed, high value thinking model designed for agentic workflows, multi turn chat, and coding assistance. It delivers near Pro level reasoning and tool...

Qwen3 235B A22B

Qwen3-235B-A22B is a 235B parameter mixture-of-experts (MoE) model developed by Qwen, activating 22B parameters per forward pass. It supports seamless switching between a "thinking" mode for complex reasoning, math, and...