ZMIME
Comparison · 2 models · Updated Nov 2, 2026

GPT OSS 20B vs Gemini 2.5 Flash-Lite Preview 06-17

Gemini 2.5 Flash-Lite Preview 06-17 comes out ahead, 67 to 61 on our weighted score, though GPT OSS 20B is 45% cheaper per token.

  1. OpenAI

    GPT OSS 20B

    Released Aug 5, 2025

    61/100
    • ECI137.8
    • Price$0.07 / $0.25
    • Context131K
  2. Our pick

    Google

    Gemini 2.5 Flash-Lite Preview 06-17

    Released Jun 17, 2025

    67/100
    • ECI133.8
    • Price$0.12 / $0.48
    • Context1.05M
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01 — Verdict

Gemini 2.5 Flash-Lite Preview 06-17 is our pick

Gemini 2.5 Flash-Lite Preview 06-17 is the better all-round choice, scoring 67/100 against GPT OSS 20B (61). It leads on inputs & features and context window. GPT OSS 20B wins on capability and price. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.

  • CapabilityGPT OSS 20BCapabilities Index (ECI): GPT OSS 20B 137.8 · Gemini 2.5 Flash-Lite Preview 06-17 133.8
  • Lowest priceGPT OSS 20BGPT OSS 20B $0.115 · Gemini 2.5 Flash-Lite Preview 06-17 $0.21 per 1M tokens (3:1 blend)
  • Longest contextGemini 2.5 Flash-Lite Preview 06-17Gemini 2.5 Flash-Lite Preview 06-17 1,048,576 · GPT OSS 20B 131,072 tokens
  • Widest inputsGemini 2.5 Flash-Lite Preview 06-17GPT OSS 20B: Text · Gemini 2.5 Flash-Lite Preview 06-17: Text, Images, PDFs, Audio, Video
  • Self-hostingGPT OSS 20BPublishes downloadable weights
How the score is built
MeasureWeightGPT OSS 20BGemini 2.5 Flash-Lite Preview 06-17
CapabilityCapabilities Index (ECI)50%6157
Price25%9079
Inputs & features15%3590
Context window10%2561
Overall100%61/10067/100
02 — Side by side

Every spec in one table

Highlighted cells lead their row. Dashes mean the data is not published.

GPT OSS 20B vs Gemini 2.5 Flash-Lite Preview 06-17 specifications side by side
SpecificationGPT OSS 20BOpenAIGemini 2.5 Flash-Lite Preview 06-17Google
Capability
Capabilities Index (ECI)137.8 (best)133.8
ECI rank#122 of 165 (best)#132 of 165
GPQA DiamondGraduate-level science questions60.8%—
OTIS Mock AIME 2024–2025Competition mathematics65.3%—
Price per million tokens
Input$0.07 (best)$0.12
Output$0.25 (best)$0.48
Cached input——
Blended (3:1)$0.115 (best)$0.21
Long-context rateSame rateSame rate
Price sourceMedian of 37 providersMedian of 2 providers
Limits
Context window131,072 tokens1,048,576 tokens (best)
Max output32,768 tokens65,536 tokens (best)
Inputs and features
TextYesYes
ImagesNoYes
PDFsNoYes
AudioNoYes
VideoNoYes
ReasoningYesYes
Tool callingYesYes
Structured outputNoNo
Availability
WeightsOpenProprietary
API model ID——
API providers41 (best)2
ReleasedAug 5, 2025Jun 17, 2025
Knowledge cutoffJun 2024Jan 2025
03 — Cost

What would a month cost?

Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.

  • GPT OSS 20B$1.20
  • Gemini 2.5 Flash-Lite Preview 06-17$2.16
04 — Questions

Which should you choose?

Which is better: GPT OSS 20B or Gemini 2.5 Flash-Lite Preview 06-17?

Gemini 2.5 Flash-Lite Preview 06-17 is the better all-round choice, scoring 67/100 against GPT OSS 20B (61). It leads on inputs & features and context window. GPT OSS 20B wins on capability and price. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.

Which is cheaper, GPT OSS 20B or Gemini 2.5 Flash-Lite Preview 06-17?

GPT OSS 20B is cheaper at $0.07 input / $0.25 output per million tokens (median across 37 API providers). Gemini 2.5 Flash-Lite Preview 06-17 costs $0.12 input / $0.48 output per million tokens (median across 2 API providers). At a typical mix of three input tokens to one output token, that is $0.115 per million tokens for GPT OSS 20B versus $0.21 for Gemini 2.5 Flash-Lite Preview 06-17 (1.8× as much).

Which scores higher on benchmarks?

GPT OSS 20B scores higher on the Capabilities Index (ECI): GPT OSS 20B 137.8 (#122 of 165) and Gemini 2.5 Flash-Lite Preview 06-17 133.8 (#132 of 165). The confidence ranges of the top two overlap (133.1–139.7 vs 130.1–136.1), so treat the gap as small.

Which is better for coding?

There are no published SWE-bench Verified results for GPT OSS 20B and Gemini 2.5 Flash-Lite Preview 06-17 yet, so there is no like-for-like coding score. On overall capability, GPT OSS 20B leads, which tends to carry over to coding, but test on your own codebase. Both support tool calling for agent workflows.

Which has the bigger context window?

Gemini 2.5 Flash-Lite Preview 06-17 has the largest context window at 1,048,576 tokens, against 131,072 for GPT OSS 20B. Maximum output per response: GPT OSS 20B up to 32,768, Gemini 2.5 Flash-Lite Preview 06-17 up to 65,536 tokens.

Which can read images, PDFs, audio or video?

GPT OSS 20B accepts text; Gemini 2.5 Flash-Lite Preview 06-17 accepts text, images, PDFs, audio and video. Gemini 2.5 Flash-Lite Preview 06-17 handles the widest range of inputs.

Are any of these open source?

GPT OSS 20B publishes its weights and can be self-hosted; Gemini 2.5 Flash-Lite Preview 06-17 is proprietary.

Which is newer?

GPT OSS 20B is the newest, released Aug 5, 2025. Gemini 2.5 Flash-Lite Preview 06-17 came out Jun 17, 2025. Knowledge cutoff: GPT OSS 20B Jun 2024, Gemini 2.5 Flash-Lite Preview 06-17 Jan 2025.

How do you decide the winner?

Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Nov 2, 2026.