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multimodal model comparison

Gemini 3.1 Flash-Lite vs Qwen3.8-Omni-Flash

Gemini 3.1 Flash-Lite and Qwen3.8-Omni-Flash are both current multimodal models, from Google and Alibaba Qwen. Qwen3.8-Omni-Flash is 40% cheaper per 1M input tokens than Gemini 3.1 Flash-Lite, $0.15 vs $0.25. Both accept about 1.05M tokens of context (1,048,576 and 1,000,000).

Data verified October 12, 2026 · Dataset 2026-10-12

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Side by side

Standard-tier prices in effect today. The better value in each row is highlighted.

FactGemini 3.1 Flash-LiteQwen3.8-Omni-Flash
Price per 1M input tokens$0.25$0.15 (better)
Price per 1M output tokens$1.50$0.47 (better)
Cost of 10M input and 2M output tokens$5.50$2.44 (better)
GPQA Diamond81.8% (#33 of 37)Not measured
FrontierMath Tiers 1-3 (v2)27.7% (#33 of 37)Not measured
ProviderGoogleAlibaba Qwen
Release dateMay 7, 2026September 20, 2026
AccessAPI onlyAPI only
Context window1,048,576 tokens1,000,000 tokens
Max output65,536 tokens131,072 tokens
Inputtext, image, audio, videotext, image, audio, video
Outputtexttext

Scores:Epoch AI · 2026-10-12

When to choose each

Gemini 3.1 Flash-Lite

Best for

  • High-volume multimodal extraction and translation

Watch out for

  • The published price for audio input differs from the listed text, image, and video input price
  • Google's earliest published shutdown date is 2027-05-07; migrate to gemini-3.5-flash-lite.
Full Gemini 3.1 Flash-Lite profile

Qwen3.8-Omni-Flash

Best for

  • Long audio and video understanding at low cost
  • Agent pipelines that must reason over meetings, calls or recorded media

Watch out for

  • Output is text only; for spoken replies Alibaba lists a separate realtime variant
  • Alibaba's comparisons with Gemini 3.8 Flash are self-reported and have not been reproduced independently here
  • The release date is the Alibaba Cloud announcement date, 2026-09-20
Full Qwen3.8-Omni-Flash profile

Gemini 3.1 Flash-Lite vs Qwen3.8-Omni-Flash FAQ

Which is cheaper, Gemini 3.1 Flash-Lite or Qwen3.8-Omni-Flash?

Qwen3.8-Omni-Flash is 40% cheaper per 1M input tokens than Gemini 3.1 Flash-Lite, $0.15 vs $0.25. For 10M input and 2M output tokens, Gemini 3.1 Flash-Lite costs $5.50 and Qwen3.8-Omni-Flash $2.44 at standard rates.

Which has the larger context window, Gemini 3.1 Flash-Lite or Qwen3.8-Omni-Flash?

Both accept about 1.05M tokens of context (1,048,576 and 1,000,000).

Production evaluation

Choosing between Gemini 3.1 Flash-Lite and Qwen3.8-Omni-Flash?

Public benchmarks narrow the shortlist. We run both on your own tasks, data and cost limits, then build the routing and review controls to run the winner in production.

  • A head-to-head evaluation on your real workload
  • Routing between models by cost and difficulty