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Gemini 3 Flash Preview vs GPT-5.6 Terra Pro

Signal-by-Signal Comparison
SignalGemini 3 Flash PreviewDeltaGPT-5.6 Terra Pro
Capabilities
100
--
100
Benchmarks
87
-1
88
Pricing
97
+3
94
Context window size
96
0
96
Recency
90
-10
100
Output Capacity
80
-5
85
Overall Result
1 wins
of 6
4 wins
GPT-5.6 Terra Pro wins 4 of 6 signals

Score History

Score History (25 data points)
Gemini 3 Flash PreviewGPT-5.6 Terra Pro
Gemini 3 Flash Preview

88.4

current score

Leader

GPT-5.6 Terra Pro

right now

GPT-5.6 Terra Pro

89

current score

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

Gemini 3 Flash Preview

Google

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

GPT-5.6 Terra Pro

OpenAI

Per request$0.004000
Daily$13.33
Monthly$400.00
Annual$4800.00

Gemini 3 Flash Preview saves you $200.00/month

That's $2400.00/year compared to GPT-5.6 Terra Pro at your current usage level of 100K calls/month.

50% cheaper
Choose Gemini 3 Flash Preview for cost optimization

Gemini 3 Flash Preview pricing:
Input:$0.50/M tokens
Output:$3.00/M tokens
GPT-5.6 Terra Pro pricing:
Input:$1.00/M tokens
Output:$6.00/M tokens
Gemini 3 Flash Preview

Google

88

Composite Score

Winner
GPT-5.6 Terra Pro

OpenAI

89

Composite Score

Signal-by-Signal Comparison
MetricGemini 3 Flash PreviewGPT-5.6 Terra ProWinner
Overall Score
88
89
GPT-5.6 Terra Pro
Rank#55#36
GPT-5.6 Terra Pro
Quality Rank#55#36
GPT-5.6 Terra Pro
Adoption Rank#55#36
GPT-5.6 Terra Pro
Parameters------
Context Window1049K1050K
GPT-5.6 Terra Pro
Pricing$0.50/$3.00/M$1.00/$6.00/M--
Signal Scores
Capabilities
100
100
Gemini 3 Flash Preview
Benchmarks
87
88
GPT-5.6 Terra Pro
Pricing
97
94
Gemini 3 Flash Preview
Context window size
96
96
GPT-5.6 Terra Pro
Recency
90
100
GPT-5.6 Terra Pro
Output Capacity
80
85
GPT-5.6 Terra Pro
Benchmark Head-to-Head(11 benchmarks)
Gemini 3: 3GPT-5.6 Terra: 8
Gemini 3
GPT-5.6 Terra
Normalized 0-100%
MMLU
88%93%
MMLU-Pro
82%84.5%
GPQA Diamond
90.4%85%
MATH-500
88%92.5%
HumanEval
92%96.5%
SWE-bench Verified
78%75%
IFEval
91%92%
BBH
89%90.5%
Arena Elo
14741465
LiveBench
74.5%76%
HLE
33.7%35%
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 #55), placing it in the top 81% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
GPT-5.6 Terra ProElite Tier

Scores 89/100 (rank #36), placing it in the top 88% 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:

  • High-volume production workloads where API costs must be minimized
  • Step-by-step reasoning and chain-of-thought problem solving

Choose GPT-5.6 Terra Pro when you need:

  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Gemini 3 Flash PreviewBest Value
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-5.6 Terra Pro
Input cost$1.00/M tokens
Output cost$6.00/M tokens
Cost per quality point$0.079
Est. monthly (1M tokens/day)$105.00

Gemini 3 Flash Preview offers 50% better value per quality point. At 1M tokens/day, you'd spend $52.50/month with Gemini 3 Flash Preview vs $105.00/month with GPT-5.6 Terra Pro - a $52.50 monthly difference.

Latency & Speed
Gemini 3 Flash PreviewFaster
Speed score0/100
GPT-5.6 Terra Pro
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. Gemini 3 Flash Preview also offers lower per-token costs for high-volume support

Gemini 3 Flash Preview

Long document analysis

Larger context window (1050K tokens) can process longer documents, contracts, and research papers in a single pass

GPT-5.6 Terra Pro

Batch data extraction

Lower output pricing ($3.00/M) reduces costs when processing thousands of records daily

Gemini 3 Flash Preview

Creative writing & content

Higher overall composite score (89/100) correlates with better nuance, coherence, and style in long-form content

GPT-5.6 Terra Pro

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:
GPT-5.6 Terra Pro

Gemini 3 Flash Preview and GPT-5.6 Terra Pro 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 Cost - 50% lower pricing; better value at scale
  • 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

Consider for specialized use cases.

Capability Comparison
CapabilityGemini 3 Flash PreviewGPT-5.6 Terra Pro
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

Best Value
$4.50
estimated monthly cost

GPT-5.6 Terra Pro

OpenAI

$9.00
estimated monthly cost

Gemini 3 Flash Preview saves you $4.50/month

That's 50% cheaper than GPT-5.6 Terra Pro 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-5.6 Terra Pro
Context Window1.0M1.1M
Max Output Tokens65,536128,000
Open SourceNoNo
CreatedDec 17, 2025Jul 9, 2026
Last updated: 7m ago

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Gemini 3 Flash Preview vs GPT-5.6 Terra Pro (2026) | LM Market Cap