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OpenAI: GPT-3.5 Turbo Instruct vs OpenAI: GPT-5.6 Terra Pro

On input price, OpenAI: GPT-3.5 Turbo Instruct is ~1.3× cheaper. Verified 2026-10-21.

OpenAI: GPT-3.5 Turbo Instruct $1.50/$2.00vsOpenAI: GPT-5.6 Terra Pro $2.00/$12.00

Verdict

On blended price (3:1 input:output), OpenAI: GPT-3.5 Turbo Instruct is ~2.8× cheaper ($1.50/$2.00 vs $2.00/$12.00 per 1M tokens).

Pricing

Per-million-token list prices, verified 2026-10-21. Green marks the better value.

MetricOpenAI: GPT-3.5 Turbo InstructOpenAI: GPT-5.6 Terra Pro
Input / 1M$1.50$2.00
Output / 1M$2.00$12.00
Cache read / 1M—$0.200
Blended (3:1)$1.63/1M$4.50/1M
Estimated monthly costOpenAI: GPT-3.5 Turbo InstructOpenAI: GPT-5.6 Terra Pro
Chatbot10,000 reqs · 800/400 tok$20.00$64.00
Coding agent5,000 reqs · 8000/2000 tok$80.00$200.00
RAG pipeline30,000 reqs · 4000/500 tok$210.00$420.00

Plug in your own numbers in the calculator, or paste a real bill into the Bill Shredder.

Specifications & capabilities

MetricOpenAI: GPT-3.5 Turbo InstructOpenAI: GPT-5.6 Terra Pro
Context window4K1.1M
Max output4K128K
Vision input–✓
Tool calling–✓
Reasoning–✓

Quality

Intelligence Index by Artificial Analysis (independent evaluations, 0–100).

Verified intelligence scores aren't available for both models yet. See the full leaderboard.

Performance

Measured by Artificial Analysis on live endpoints.

Speed measurements aren't available for both models yet.

Provider

Infrastructure metrics for the organizations behind these models.

MetricOpenAIOpenAI
Listed endpoints1212
Reliability99.9%99.9%
Avg latency450 ms450 ms
Pricing tiersstandard, batch, provisionedstandard, batch, provisioned

Full details: OpenAI: GPT-3.5 Turbo Instruct pricing · OpenAI: GPT-5.6 Terra Pro pricing