Which model is better: Codestral 25.01 or GPT-5.6 Terra?

Codestral 25.01 is 80.0% cheaper for input tokens ($0.30 vs. $1.50 per 1M tokens) and $0.90 vs. $6.00 for output tokens (5.0x cost difference). In terms of operational performance, Codestral 25.01 delivers faster response latency with 150ms TTFT (60ms faster than GPT-5.6 Terra). GPT-5.6 Terra leads coding benchmarks at 65.4% SWE-bench vs. 44.2% for Codestral 25.01.
Verified daily via automated API latency tests and official documentation.

Verified Performance & Unit Economics Delta

Daily synchronized metrics from synthetic latency endpoints and benchmark evaluations.

Metric / Dimension Codestral 25.01 GPT-5.6 Terra Net Delta / Advantage
Input Cost / 1M Tokens $0.30 $1.50 Codestral 25.01 is 5.0x cheaper
Output Cost / 1M Tokens $0.90 $6.00 Codestral 25.01 (85% lower)
Avg TTFT Response Latency 150ms 210ms Codestral 25.01 (+60ms faster)
SWE-bench Verified (Coding) 44.2% 65.4% GPT-5.6 Terra (+21.2% lead)
Inference Value Score (IVR) 99.9 / 100 72.5 / 100 Codestral 25.01 (+27.4 pts)

Interactive Monthly Token Economics & ROI Forecaster

Model your expected production workload across prompt (input) and completion (output) tokens.

Live Calculation Engine
10.0M Tokens
100K 50M 250M 500M+
2.5M Tokens
100K 10M 50M 100M+

Estimated Monthly Spend

Codestral 25.01 $5.45

$0.3/1M in · $0.9/1M out

GPT-5.6 Terra $67.50

$1.5/1M in · $6/1M out

Projected Monthly Cost Reduction
$62.05 / mo
(91.9% lower cost)
A

When to Choose Codestral 25.01

Choose Codestral 25.01 when you need 256K long-context repository indexing, fill-in-the-middle code completion, and IDE plugin backend. and have an infrastructure budget aligned with $0.30/1M tokens.

B

When to Choose GPT-5.6 Terra

Choose GPT-5.6 Terra when you need Mainstream production enterprise workflows, high-throughput developer copilots, and structured data synthesis. and prioritize OpenAI ecosystem integration at $1.50/1M tokens.

Related Questions & Decision Factors

Which is cheaper: Codestral 25.01 or GPT-5.6 Terra?

Codestral 25.01 is cheaper at $0.30/1M input tokens compared to $1.50/1M for GPT-5.6 Terra.

Which model has lower latency: Codestral 25.01 or GPT-5.6 Terra?

Codestral 25.01 delivers faster response times with an average TTFT of 150ms vs 210ms for GPT-5.6 Terra.

When should you choose Codestral 25.01?

Choose Codestral 25.01 when you need 256K long-context repository indexing, fill-in-the-middle code completion, and IDE plugin backend. and have an infrastructure budget aligned with $0.30/1M tokens.

When should you choose GPT-5.6 Terra?

Choose GPT-5.6 Terra when you need Mainstream production enterprise workflows, high-throughput developer copilots, and structured data synthesis. and prioritize OpenAI ecosystem integration at $1.50/1M tokens.

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