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GPT-5.6 Terra Pro (batch) vs Phi 4

vs
Phi 4

Microsoft

60#208
Signal-by-Signal Comparison
SignalGPT-5.6 Terra Pro (batch)DeltaPhi 4
Capabilities
100
+67
33
Benchmarks
88
+23
65
Pricing
94
-6
100
Context window size
96
+29
67
Recency
100
+72
28
Output Capacity
85
+15
70
Overall Result
5 wins
of 6
1 wins
GPT-5.6 Terra Pro (batch) wins 5 of 6 signals

Score History

Score History (25 data points)
GPT-5.6 Terra Pro (batch)Phi 4
GPT-5.6 Terra Pro (batch)

89

current score

Leader

GPT-5.6 Terra Pro (batch)

right now

Phi 4

60.2

current score

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

GPT-5.6 Terra Pro (batch)

OpenAI

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

Phi 4

Microsoft

Best Value
Per request$0.000140
Daily$0.47
Monthly$14.00
Annual$168.00

Phi 4 saves you $386.00/month

That's $4632.00/year compared to GPT-5.6 Terra Pro (batch) at your current usage level of 100K calls/month.

97% cheaper
Choose Phi 4 for cost optimization

GPT-5.6 Terra Pro (batch) pricing:
Input:$1.00/M tokens
Output:$6.00/M tokens
Phi 4 pricing:
Input:$0.07/M tokens
Output:$0.14/M tokens
Winner
GPT-5.6 Terra Pro (batch)

OpenAI

89

Composite Score

Phi 4

Microsoft

60

Composite Score

Signal-by-Signal Comparison
MetricGPT-5.6 Terra Pro (batch)Phi 4Winner
Overall Score
89
60
GPT-5.6 Terra Pro (batch)
Rank#37#208
GPT-5.6 Terra Pro (batch)
Quality Rank#37#208
GPT-5.6 Terra Pro (batch)
Adoption Rank#37#208
GPT-5.6 Terra Pro (batch)
Parameters------
Context Window1050K16K
GPT-5.6 Terra Pro (batch)
Pricing$1.00/$6.00/M$0.07/$0.14/M--
Signal Scores
Capabilities
100
33
GPT-5.6 Terra Pro (batch)
Benchmarks
88
65
GPT-5.6 Terra Pro (batch)
Pricing
94
100
Phi 4
Context window size
96
67
GPT-5.6 Terra Pro (batch)
Recency
100
28
GPT-5.6 Terra Pro (batch)
Output Capacity
85
70
GPT-5.6 Terra Pro (batch)
Benchmark Head-to-Head(13 benchmarks)
GPT-5.6 Terra: 9Phi 4: 0
GPT-5.6 Terra
Phi 4
Normalized 0-100%
MMLU
93%84.8%
MMLU-Pro
84.5%70.5%
GPQA Diamond
85%56.1%
MATH-500
92.5%80.4%
HumanEval
96.5%82.6%
SWE-bench Verified
75%-
IFEval
92%80.1%
BBH
90.5%78%
ARC-Challenge
-95.5%
Arena Elo
14651256
LiveBench
76%35.7%
HLE
35%-
BigCodeBench
-45.5%
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 Terra Pro (batch)Elite Tier

Scores 89/100 (rank #37), placing it in the top 88% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Phi 4Competitive

Scores 60/100 (rank #208), placing it in the top 29% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

GPT-5.6 Terra Pro (batch) has a 29-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose GPT-5.6 Terra Pro (batch) when you need:

  • Processing long documents or large codebases (1050K token context)
  • Multimodal workflows that require image understanding
  • Agentic applications using tool/function calling
  • Step-by-step reasoning and chain-of-thought problem solving

Choose Phi 4 when you need:

  • High-volume production workloads where API costs must be minimized
  • Self-hosted deployments where you need full control over the model
Cost-Performance Analysis
GPT-5.6 Terra Pro (batch)
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
Phi 4Best Value
Input cost$0.07/M tokens
Output cost$0.14/M tokens
Cost per quality point$0.003
Est. monthly (1M tokens/day)$3.15

Phi 4 offers 97% better value per quality point. At 1M tokens/day, you'd spend $3.15/month with Phi 4 vs $105.00/month with GPT-5.6 Terra Pro (batch) - a $101.85 monthly difference.

Latency & Speed
GPT-5.6 Terra Pro (batch)Faster
Speed score0/100
Phi 4
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 Pro (batch)

Customer support chatbot

Suitable for user-facing chat with competitive response times. Phi 4 also offers lower per-token costs for high-volume support

GPT-5.6 Terra Pro (batch)

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)

Batch data extraction

Lower output pricing ($0.14/M) reduces costs when processing thousands of records daily

Phi 4

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 (batch)

Image understanding & OCR

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

GPT-5.6 Terra Pro (batch)
Which Should You Choose?
Our recommendation:
GPT-5.6 Terra Pro (batch)

GPT-5.6 Terra Pro (batch) clearly outperforms Phi 4 with a significant 28.799999999999997-point lead. For most general use cases, GPT-5.6 Terra Pro (batch) is the stronger choice. However, Phi 4 may still excel in niche scenarios.

by OpenAI

  • 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 Microsoft

  • Choose for Cost - 97% lower pricing; better value at scale
Capability Comparison
CapabilityGPT-5.6 Terra Pro (batch)Phi 4
Vision (Image Input)differs
Function Callingdiffers
Streaming
JSON Mode
Reasoningdiffers
Web Searchdiffers
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

GPT-5.6 Terra Pro (batch)

OpenAI

$9.00
estimated monthly cost

Phi 4

Microsoft

Best Value
$0.2940
estimated monthly cost

Phi 4 saves you $8.71/month

That's 97% cheaper than GPT-5.6 Terra Pro (batch) 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 Terra Pro (batch)Phi 4
Context Window1.1M16K
Max Output Tokens128,00016,384
Open SourceNoYes
CreatedJul 9, 2026Jan 10, 2025
Last updated: 36m ago

相关对比

GPT-5.6 Terra Pro (batch) vs Phi 4 (2026) | LM Market Cap