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Gemini 3 Flash Preview vs GPT-5.1-Codex-Mini

Signal-by-Signal Comparison
SignalGemini 3 Flash PreviewDeltaGPT-5.1-Codex-Mini
Capabilities
100
--
100
Benchmarks
87
-2
88
Pricing
97
-1
98
Context window size
86
+6
80
Recency
95
+6
89
Output Capacity
80
-3
83
Overall Result
2 wins
of 6
3 wins
GPT-5.1-Codex-Mini wins 3 of 6 signals

Score History

Score History (21 data points)
Gemini 3 Flash PreviewGPT-5.1-Codex-Mini
Gemini 3 Flash Preview

88

current score

Leader

Gemini 3 Flash Preview

right now

GPT-5.1-Codex-Mini

87.4

current score

LMMarketCap.com
Interactive Price Comparison
100Kcalls/month
1,000tokens (~1,333 chars)
500tokens (~667 chars)

Gemini 3 Flash Preview

Google

Per request$0.002000
Daily$6.67
Monthly$200.00
Annual$2400.00

GPT-5.1-Codex-Mini

OpenAI

Best Value
Per request$0.001250
Daily$4.17
Monthly$125.00
Annual$1500.00

GPT-5.1-Codex-Mini saves you $75.00/month

That's $900.00/year compared to Gemini 3 Flash Preview at your current usage level of 100K calls/month.

38% cheaper
Choose GPT-5.1-Codex-Mini for cost optimization

Gemini 3 Flash Preview pricing:
Input:$0.50/M tokens
Output:$3.00/M tokens
GPT-5.1-Codex-Mini pricing:
Input:$0.25/M tokens
Output:$2.00/M tokens
Winner
Gemini 3 Flash Preview

Google

88

Composite Score

GPT-5.1-Codex-Mini

OpenAI

87

Composite Score

Signal-by-Signal Comparison
MetricGemini 3 Flash PreviewGPT-5.1-Codex-MiniWinner
Overall Score
88
87
Gemini 3 Flash Preview
Rank#36#38
Gemini 3 Flash Preview
Quality Rank#36#38
Gemini 3 Flash Preview
Adoption Rank#36#38
Gemini 3 Flash Preview
Parameters------
Context Window1049K400K
Gemini 3 Flash Preview
Pricing$0.50/$3.00/M$0.25/$2.00/M--
Signal Scores
Capabilities
100
100
Gemini 3 Flash Preview
Benchmarks
87
88
GPT-5.1-Codex-Mini
Pricing
97
98
GPT-5.1-Codex-Mini
Context window size
86
80
Gemini 3 Flash Preview
Recency
95
89
Gemini 3 Flash Preview
Output Capacity
80
83
GPT-5.1-Codex-Mini
Benchmark Head-to-Head(11 benchmarks)
Gemini 3: 4GPT-5.1-Codex-Mini: 7
Gemini 3
GPT-5.1-Codex-Mini
Normalized 0-100%
MMLU
88%93.2%
MMLU-Pro
82%85%
GPQA Diamond
90.4%86.5%
MATH-500
88%93.5%
HumanEval
92%96.8%
SWE-bench Verified
78%76.5%
IFEval
91%92.5%
BBH
89%91%
Arena Elo
14741475
LiveBench
74.5%74%
HLE
33.7%23.68%
Benchmark Interpretation

Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.

Gemini 3 Flash PreviewElite Tier

Scores 88/100 (rank #36), placing it in the top 88% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
GPT-5.1-Codex-MiniElite Tier

Scores 87/100 (rank #38), placing it in the top 87% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 1-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.

When to Use Each Model

Choose Gemini 3 Flash Preview when you need:

  • Processing long documents or large codebases (1049K token context)
  • Step-by-step reasoning and chain-of-thought problem solving

Choose GPT-5.1-Codex-Mini when you need:

  • High-volume production workloads where API costs must be minimized
  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Gemini 3 Flash Preview
Input cost$0.50/M tokens
Output cost$3.00/M tokens
Cost per quality point$0.040
Est. monthly (1M tokens/day)$52.50
GPT-5.1-Codex-MiniBest Value
Input cost$0.25/M tokens
Output cost$2.00/M tokens
Cost per quality point$0.026
Est. monthly (1M tokens/day)$33.75

GPT-5.1-Codex-Mini offers 36% better value per quality point. At 1M tokens/day, you'd spend $33.75/month with GPT-5.1-Codex-Mini vs $52.50/month with Gemini 3 Flash Preview - a $18.75 monthly difference.

Latency & Speed
Gemini 3 Flash PreviewFaster
Speed score0/100
GPT-5.1-Codex-Mini
Speed score0/100

Both models have comparable response speeds. For most applications, the latency difference is negligible.

When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.

Example Use Cases

Code generation & review

Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring

Gemini 3 Flash Preview

Customer support chatbot

Suitable for user-facing chat with competitive response times. GPT-5.1-Codex-Mini also offers lower per-token costs for high-volume support

Gemini 3 Flash Preview

Long document analysis

Larger context window (1049K tokens) can process longer documents, contracts, and research papers in a single pass

Gemini 3 Flash Preview

Batch data extraction

Lower output pricing ($2.00/M) reduces costs when processing thousands of records daily

GPT-5.1-Codex-Mini

Creative writing & content

Higher overall composite score (88/100) correlates with better nuance, coherence, and style in long-form content

Gemini 3 Flash Preview

Image understanding & OCR

Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly

Gemini 3 Flash Preview
Which Should You Choose?
Our recommendation:
Gemini 3 Flash Preview

Gemini 3 Flash Preview and GPT-5.1-Codex-Mini are extremely close in overall performance (only 0.5999999999999943 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

by Google

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Reliability - Higher uptime and faster response speeds
  • Choose for Prototyping - Stronger community support and better developer experience
  • Choose for Production - Wider enterprise adoption and proven at scale

by OpenAI

  • Choose for Cost - 36% lower pricing; better value at scale
Capability Comparison
CapabilityGemini 3 Flash PreviewGPT-5.1-Codex-Mini
Vision (Image Input)
Function Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Gemini 3 Flash Preview

Google

$4.50
estimated monthly cost

GPT-5.1-Codex-Mini

OpenAI

Best Value
$2.85
estimated monthly cost

GPT-5.1-Codex-Mini saves you $1.65/month

That's 37% cheaper than Gemini 3 Flash Preview at 1,000 tokens/request and 100 requests/day.

Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.

Parameters & Context
ParameterGemini 3 Flash PreviewGPT-5.1-Codex-Mini
Context Window1.0M400K
Max Output Tokens65,535100,000
Open SourceNoNo
CreatedDec 17, 2025Nov 13, 2025
Last updated: 24m ago

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