Skip to content

Composer 2 Fast vs GPT-6.1 Terra (batch)

Composer 2 Fast

Cursor

66#148
vs
Signal-by-Signal Comparison
SignalComposer 2 FastDeltaGPT-6.1 Terra (batch)
Capabilities
50
-50
100
Benchmarks
66
+66
0
Pricing
93
-5
98
Context window size
84
-11
96
Recency
71
-29
100
Output Capacity
77
-5
82
Overall Result
1 wins
of 6
5 wins
GPT-6.1 Terra (batch) wins 5 of 6 signals

Score History

Score History (34 data points)
Composer 2 FastGPT-6.1 Terra (batch)
Composer 2 Fast

65.7

current score

Leader

Composer 2 Fast

right now

GPT-6.1 Terra (batch)

40

current score

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

Composer 2 Fast

Cursor

Per request$0.005250
Daily$17.50
Monthly$525.00
Annual$6300.00

GPT-6.1 Terra (batch)

OpenAI

Best Value
Per request$0.001750
Daily$5.83
Monthly$175.00
Annual$2100.00

GPT-6.1 Terra (batch) saves you $350.00/month

That's $4200.00/year compared to Composer 2 Fast at your current usage level of 100K calls/month.

67% cheaper
Choose GPT-6.1 Terra (batch) for cost optimization

Composer 2 Fast pricing:
Input:$1.50/M tokens
Output:$7.50/M tokens
GPT-6.1 Terra (batch) pricing:
Input:$0.50/M tokens
Output:$2.50/M tokens
Winner
Composer 2 Fast

Cursor

66

Composite Score

GPT-6.1 Terra (batch)

OpenAI

40

Composite Score

Signal-by-Signal Comparison
MetricComposer 2 FastGPT-6.1 Terra (batch)Winner
Overall Score
66
40
Composer 2 Fast
Rank#148#183
Composer 2 Fast
Quality Rank#148#183
Composer 2 Fast
Adoption Rank#148#183
Composer 2 Fast
Parameters------
Context Window200K1050K
GPT-6.1 Terra (batch)
Pricing$1.50/$7.50/M$0.50/$2.50/M--
Signal Scores
Capabilities
50
100
GPT-6.1 Terra (batch)
Benchmarks
66
--
Composer 2 Fast
Pricing
93
98
GPT-6.1 Terra (batch)
Context window size
84
96
GPT-6.1 Terra (batch)
Recency
71
100
GPT-6.1 Terra (batch)
Output Capacity
77
82
GPT-6.1 Terra (batch)
Benchmark Head-to-Head(3 benchmarks)
Composer 2: 0GPT-6.1 Terra: 0
Composer 2
GPT-6.1 Terra
Normalized 0-100%
CursorBench
61.3%-
Terminal-Bench
61.7%-
SWE-bench ML
73.7%-
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.

Composer 2 FastCompetitive

Scores 66/100 (rank #148), placing it in the top 49% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
GPT-6.1 Terra (batch)Entry Level

Scores 40/100 (rank #183), placing it in the top 37% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

Composer 2 Fast has a 26-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose Composer 2 Fast when you need:

  • Step-by-step reasoning and chain-of-thought problem solving

Choose GPT-6.1 Terra (batch) when you need:

  • High-volume production workloads where API costs must be minimized
  • Processing long documents or large codebases (1050K token context)
  • Multimodal workflows that require image understanding
  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Composer 2 Fast
Input cost$1.50/M tokens
Output cost$7.50/M tokens
Cost per quality point$0.137
Est. monthly (1M tokens/day)$135.00
GPT-6.1 Terra (batch)Best Value
Input cost$0.50/M tokens
Output cost$2.50/M tokens
Cost per quality point$0.075
Est. monthly (1M tokens/day)$45.00

GPT-6.1 Terra (batch) offers 67% better value per quality point. At 1M tokens/day, you'd spend $45.00/month with GPT-6.1 Terra (batch) vs $135.00/month with Composer 2 Fast - a $90.00 monthly difference.

Latency & Speed
Composer 2 FastFaster
Speed score0/100
GPT-6.1 Terra (batch)
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

Composer 2 Fast

Customer support chatbot

Suitable for user-facing chat with competitive response times. GPT-6.1 Terra (batch) also offers lower per-token costs for high-volume support

Composer 2 Fast

Long document analysis

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

GPT-6.1 Terra (batch)

Batch data extraction

Lower output pricing ($2.50/M) reduces costs when processing thousands of records daily

GPT-6.1 Terra (batch)

Creative writing & content

Higher overall composite score (66/100) correlates with better nuance, coherence, and style in long-form content

Composer 2 Fast

Image understanding & OCR

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

GPT-6.1 Terra (batch)
Which Should You Choose?
Our recommendation:
Composer 2 Fast

Composer 2 Fast clearly outperforms GPT-6.1 Terra (batch) with a significant 25.700000000000003-point lead. For most general use cases, Composer 2 Fast is the stronger choice. However, GPT-6.1 Terra (batch) may still excel in niche scenarios.

Composer 2 Fast
Recommended

by Cursor

  • 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 - 67% lower pricing; better value at scale
Capability Comparison
CapabilityComposer 2 FastGPT-6.1 Terra (batch)
Vision (Image Input)differs
Function Calling
Streaming
JSON Modediffers
Reasoning
Web Searchdiffers
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Composer 2 Fast

Cursor

$11.70
estimated monthly cost

GPT-6.1 Terra (batch)

OpenAI

Best Value
$3.90
estimated monthly cost

GPT-6.1 Terra (batch) saves you $7.80/month

That's 67% cheaper than Composer 2 Fast 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
ParameterComposer 2 FastGPT-6.1 Terra (batch)
Context Window200K1.1M
Max Output Tokens65,536128,000
Open SourceNoNo
CreatedDec 1, 2025Oct 26, 2026
Last updated: 54m ago

Related comparisons

Composer 2 Fast vs GPT-6.1 Terra (batch) (2026) | LM Market Cap