AI Models · Open-Source vs Paid

gpt-oss-120b Open vs Gemini 3.1 Flash Lite Paid

gpt-oss-120b vs Gemini 3.1 Flash Lite compared — price per token, context window, multimodality, openness and which to choose. Can the open-source model replace the paid one? Full 2026 breakdown.

Prices & specs refreshed from live data · OpenSourceAI.tech

Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.

Choose gpt-oss-120b if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose Gemini 3.1 Flash Lite if you want frontier capability through a managed API with zero infrastructure to run.

gpt-oss-120b vs Gemini 3.1 Flash Lite specs

Specgpt-oss-120bGemini 3.1 Flash Lite
MakerOpenAIGoogle
TypeOpen-weightProprietary
Context window131K tokens1M tokens
Input price$0.04/M · free self-host$0.25/M
Output price$0.17/M · free self-host$1.5/M
Vision / multimodalNoYes
Tool / function callingYesYes
Self-hostableYesNo (API only)
LicenseApache 2.0Proprietary

Feature comparison

Capabilitygpt-oss-120bGemini 3.1 Flash Lite
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: gpt-oss-120b vs Gemini 3.1 Flash Lite

Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).

gpt-oss-120b delivers more intelligence per dollar.
gpt-oss-120b
Gemini 3.1 Flash Lite
Intelligence index
23.8
25
Coding index
30.4
34.7
Math index
93.4
GPQA
78.2%
82.2%
MMLU-Pro
80.8%
Humanity's Last Exam
18.5%
16.2%
Long Context Reasoning
50.7%
65.3%
LiveCodeBench
87.8%
SciCode
38.9%
41.9%
AIME 2025
93.4%
IFBench
69%
77.2%
τ²-Bench
65.8%
31.3%
τ-Bench Banking
12%
8.7%
Terminal-Bench
26.2%
31.1%
Terminal-Bench Hard
23.5%
24.2%
Speed
303.3 tok/s
326.9 tok/s
Latency
0.5s
4.94s
Intelligence per $
90.8
44.4

Benchmark data by Artificial Analysis.

How gpt-oss-120b and Gemini 3.1 Flash Lite score

🏆 Best value & openness: gpt-oss-120b (4.4 vs 3.4 / 5)
Criteriongpt-oss-120bGemini 3.1 Flash Lite
Cost-efficiency5.04.5
Context window3.55.0
Openness5.01.5
Self-hosting5.01.0
Multimodality3.55.0

Scores come from live data — output price (cost), context length, open vs closed weights (openness & self-hosting) and vision/tool support (multimodality). Raw task quality isn't scored here; it depends on your benchmark — see the verdict.

What each model is

gpt-oss-120b Open

OpenAI · Open-weight

gpt-oss-120b is an open-weight, 117B-parameter Mixture-of-Experts (MoE) language model from OpenAI designed for high-reasoning, agentic, and general-purpose production use cases. It activates 5.1B parameters per forward pass and is optimize

Gemini 3.1 Flash Lite Paid

Google · Proprietary

Gemini 3.1 Flash Lite is Google’s GA high-efficiency multimodal model optimized for low-latency, high-volume workloads. It supports text, image, video, audio, and PDF inputs, and is designed for lightweight agentic...

Other models in these families

These variants are tracked but not compared here — one page per family keeps the comparison readable.

Other variants tracked
gpt-oss-20bgpt-oss-20b (free)gpt-oss-safeguard-20b
Other variants tracked
Gemini 2.5 Flash Lite

Frequently asked questions

Is gpt-oss-120b as good as Gemini 3.1 Flash Lite?

gpt-oss-120b is open-weight and competitive on many tasks, but Gemini 3.1 Flash Lite may still lead on the hardest reasoning and agentic work. The gap keeps narrowing — benchmark both on your actual use case before deciding.

Can I run gpt-oss-120b locally?

Yes. gpt-oss-120b has open weights, so you can self-host it on your own GPUs or run it via a low-cost API. Gemini 3.1 Flash Lite is API-only and cannot be self-hosted.

How much cheaper is gpt-oss-120b?

gpt-oss-120b costs $0.17/M output vs $1.5/M for Gemini 3.1 Flash Lite — roughly 9x cheaper via API, and free if you self-host.

gpt-oss-120b vs Gemini 3.1 Flash Lite — which should I pick in 2026?

Choose gpt-oss-120b if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose Gemini 3.1 Flash Lite if you want frontier capability through a managed API with zero infrastructure to run.

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