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GPT-5.6 Terra vs GPT-5 Pro

GPT-5.6 Terra

OpenAI

89#24
vs
GPT-5 Pro

OpenAI

89#34
Signal-by-Signal Comparison
SignalGPT-5.6 TerraDeltaGPT-5 Pro
Capabilities
100
--
100
Benchmarks
88
--
88
Pricing
93
+88
5
Context window size
96
+7
89
Recency
100
+21
79
Output Capacity
85
--
85
Overall Result
3 wins
of 6
0 wins
GPT-5.6 Terra wins 3 of 6 signals

Score History

Score History (24 data points)
GPT-5.6 TerraGPT-5 Pro
GPT-5.6 Terra

89

current score

Leader

GPT-5.6 Terra

right now

GPT-5 Pro

88.7

current score

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

GPT-5.6 Terra

OpenAI

Best Value
Per request$0.005000
Daily$16.67
Monthly$500.00
Annual$6000.00

GPT-5 Pro

OpenAI

Per request$0.075000
Daily$250.00
Monthly$7500.00
Annual$90000.00

GPT-5.6 Terra saves you $7000.00/month

That's $84000.00/year compared to GPT-5 Pro at your current usage level of 100K calls/month.

93% cheaper
Choose GPT-5.6 Terra for cost optimization

GPT-5.6 Terra pricing:
Input:$1.25/M tokens
Output:$7.50/M tokens
GPT-5 Pro pricing:
Input:$15.00/M tokens
Output:$120.00/M tokens
Winner
GPT-5.6 Terra

OpenAI

89

Composite Score

GPT-5 Pro

OpenAI

89

Composite Score

Signal-by-Signal Comparison
MetricGPT-5.6 TerraGPT-5 ProWinner
Overall Score
89
89
GPT-5.6 Terra
Rank#24#34
GPT-5.6 Terra
Quality Rank#24#34
GPT-5.6 Terra
Adoption Rank#24#34
GPT-5.6 Terra
Parameters------
Context Window1050K400K
GPT-5.6 Terra
Pricing$1.25/$7.50/M$15.00/$120.00/M--
Signal Scores
Capabilities
100
100
GPT-5.6 Terra
Benchmarks
88
88
GPT-5.6 Terra
Pricing
93
5
GPT-5.6 Terra
Context window size
96
89
GPT-5.6 Terra
Recency
100
79
GPT-5.6 Terra
Output Capacity
85
85
GPT-5.6 Terra
Benchmark Head-to-Head(11 benchmarks)
GPT-5.6 Terra: 011 tiesGPT-5 Pro: 0
GPT-5.6 Terra
GPT-5 Pro
Normalized 0-100%
MMLU
93%93%
MMLU-Pro
84.5%84.5%
GPQA Diamond
85%85%
MATH-500
92.5%92.5%
HumanEval
96.5%96.5%
SWE-bench Verified
75%75%
IFEval
92%92%
BBH
90.5%90.5%
Arena Elo
14651465
LiveBench
76%76%
HLE
35%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.

GPT-5.6 TerraElite Tier

Scores 89/100 (rank #24), placing it in the top 92% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
GPT-5 ProElite Tier

Scores 89/100 (rank #34), placing it in the top 89% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 0-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 GPT-5.6 Terra when you need:

  • High-volume production workloads where API costs must be minimized
  • Processing long documents or large codebases (1050K token context)
  • Step-by-step reasoning and chain-of-thought problem solving

Choose GPT-5 Pro when you need:

  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
GPT-5.6 TerraBest Value
Input cost$1.25/M tokens
Output cost$7.50/M tokens
Cost per quality point$0.098
Est. monthly (1M tokens/day)$131.25
GPT-5 Pro
Input cost$15.00/M tokens
Output cost$120.00/M tokens
Cost per quality point$1.522
Est. monthly (1M tokens/day)$2025.00

GPT-5.6 Terra offers 94% better value per quality point. At 1M tokens/day, you'd spend $131.25/month with GPT-5.6 Terra vs $2025.00/month with GPT-5 Pro - a $1893.75 monthly difference.

Latency & Speed
GPT-5.6 TerraFaster
Speed score0/100
GPT-5 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

GPT-5.6 Terra

Customer support chatbot

Suitable for user-facing chat with competitive response times. GPT-5.6 Terra also offers lower per-token costs for high-volume support

GPT-5.6 Terra

Long document analysis

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

GPT-5.6 Terra

Batch data extraction

Lower output pricing ($7.50/M) reduces costs when processing thousands of records daily

GPT-5.6 Terra

Creative writing & content

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

GPT-5.6 Terra

Image understanding & OCR

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

GPT-5.6 Terra
Which Should You Choose?
Our recommendation:
GPT-5.6 Terra

GPT-5.6 Terra and GPT-5 Pro are extremely close in overall performance (only 0.29999999999999716 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

GPT-5.6 Terra
Recommended

by OpenAI

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 94% 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
CapabilityGPT-5.6 TerraGPT-5 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)

GPT-5.6 Terra

OpenAI

Best Value
$11.25
estimated monthly cost

GPT-5 Pro

OpenAI

$171.00
estimated monthly cost

GPT-5.6 Terra saves you $159.75/month

That's 93% cheaper than GPT-5 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
ParameterGPT-5.6 TerraGPT-5 Pro
Context Window1.1M400K
Max Output Tokens128,000128,000
Open SourceNoNo
CreatedJul 9, 2026Oct 6, 2025
Last updated: 57m ago

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