AI Models · Paid vs Paid

o1 Paid vs Gemini 3.1 Pro Preview Paid

o1 vs Gemini 3.1 Pro Preview compared — price per token, context window, multimodality, openness and which to choose. Full 2026 breakdown.

Prices & specs refreshed from live data · olud.ai

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

o1PaidOpenAI
$15 /M input
$60 /M outputManaged API (no infra to run)
TypeProprietary
Context window200K tokens
MultimodalYes
Self-hostNo
Gemini 3.1 Pro PreviewPaidGoogle
$2 /M input
$12 /M outputManaged API (no infra to run)
TypeProprietary
Context window1M tokens
MultimodalYes
Self-hostNo
Choose Gemini 3.1 Pro Preview for the lower output price ($12/M vs $60/M). It also gives you the larger 1M context window.

o1 vs Gemini 3.1 Pro Preview specs

Speco1Gemini 3.1 Pro PreviewWinner
MakerOpenAIGoogle
TypeProprietaryProprietary
Context window200K tokens1M tokensGemini 3.1 Pro Preview
Input price$15/M$2/MGemini 3.1 Pro Preview
Output price$60/M$12/MGemini 3.1 Pro Preview
Vision / multimodalYesYes= Tie
Tool / function callingYesYes= Tie
Self-hostableNo (API only)No (API only)
LicenseProprietaryProprietary

Price gap & when to choose each

5.0×cheaper per output token

Gemini 3.1 Pro Preview is ~5.0× cheaper than o1 on output tokens ($12 vs $60 per M tokens).

Choose o1 if…
  • You want frontier performance through a managed API
  • You value reliability & ecosystem
  • You don't want to manage infrastructure
Choose Gemini 3.1 Pro Preview if…
  • You want frontier performance through a managed API
  • You need the longer 1M context window
  • You want the lower output price
  • You value reliability & ecosystem
  • You don't want to manage infrastructure

Feature comparison

Capabilityo1Gemini 3.1 Pro Preview
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: o1 vs Gemini 3.1 Pro Preview

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

Gemini 3.1 Pro Preview delivers 11× more intelligence per dollar.
o1
Gemini 3.1 Pro Preview
Intelligence index
15.2
30.4
Coding index
39.7
68.8
GPQA
74.7%
94.1%
MMLU-Pro
84.1%
Humanity's Last Exam
7%
47%
Long Context Reasoning
65%
82%
LiveCodeBench
67.9%
MATH-500
97%
AIME
72.3%
IFBench
70.3%
77.1%
τ²-Bench
62.6%
95.6%
Terminal-Bench Hard
12.9%
53.8%
SciCode
58.7%
τ-Bench Banking
21.4%
Terminal-Bench
73.8%
Speed
0 tok/s
125.2 tok/s
Latency
0s
24.48s
Intelligence per $
0.6
6.8

Benchmark data by Artificial Analysis.

How o1 and Gemini 3.1 Pro Preview score

🏆 Best value & openness: Gemini 3.1 Pro Preview (3.2 vs 2.7 / 5)
Criteriono1Gemini 3.1 Pro Preview
Cost-efficiency2.03.5
Context window4.05.0
Openness1.51.5
Self-hosting1.01.0
Multimodality5.05.0

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

o1 Paid

OpenAI · Proprietary

The latest and strongest model family from OpenAI, o1 is designed to spend more time thinking before responding. The o1 model series is trained with large-scale reinforcement learning to reason...

Gemini 3.1 Pro Preview Paid

Google · Proprietary

Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage across complex workflows. Building on the multimodal foundation.

Other models in these families

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

Other variants tracked
Gemini 3.1 Pro Preview (batch)Gemini 2.5 ProGemini 2.5 Pro (batch)Gemini 2.5 Pro Preview 05-06Gemini 3.1 Pro Preview Custom ToolsNano Banana Pro (Gemini 3 Pro Image Preview)

Frequently asked questions

o1 vs Gemini 3.1 Pro Preview — which is cheaper?

Gemini 3.1 Pro Preview is cheaper on output ($12/M vs $60/M).

Which has the larger context window?

Gemini 3.1 Pro Preview offers the larger context window (1M tokens).

o1 vs Gemini 3.1 Pro Preview — which should I pick in 2026?

Choose Gemini 3.1 Pro Preview for the lower output price ($12/M vs $60/M). It also gives you the larger 1M context window.

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