Model comparison
GPT-5.4 Nano vs GPT-5.6 Sol
Two OpenAI tiers compared on the figures that decide which one a workload actually needs.
Catalog record checked September 3, 2026Individual provider fields may changeEvidence confidence: High — see receipts below
OpenAI
GPT-5.4 Nano
Budget
OpenAI
GPT-5.6 Sol
Frontier
| Specification | GPT-5.4 Nano | GPT-5.6 Sol |
|---|---|---|
| Provider | OpenAI | OpenAI |
| Tier | Budget | Frontier |
| Context window | 400K | Winner: 1.05M |
| Max output | 128K | 128K |
| Input / 1M tokens | Winner: $0.20 | $4 |
| Output / 1M tokens | Winner: $1.25 | $20 |
| Weights | Closed | Closed |
| Parameters | Not disclosedUnverified | flagship reasoning + coding model |
| Reasoning levels | none, low, medium, high | none, low, medium, high, xhigh, max |
| Modalities | text, image | text, image |
| API model id | gpt-5.4-nano | gpt-5.6-sol |
| Released | March 17, 2026 | July 9, 2026 |
| Artificial Analysis Intelligence Index [high] (2026-08-14) | 40 | Not verifiedUnverified |
| Artificial Analysis Intelligence Index [max] (2026-08-14) | Not verifiedUnverified | 61 |
| Terminal-Bench 2.1 (2026-07-09) | Not verifiedUnverified | 88.8 |
| GPQA Diamond (2026-07-09) | Not verifiedUnverified | 94.6 |
Prices are USD per million tokens at standard rates, excluding batch and caching discounts. Bold indicates the better figure where one is objectively better. Values we could not confirm from the provider are shown as “Not verified” rather than estimated.
Benchmark receipts
- 2026-08-14: Artificial AnalysisComposite index blending reasoning, knowledge, and coding evals into one 0–100 score. Comparability: directly comparable — AA occasionally rebaselines the index scale between snapshots — a score captured on one date is only comparable to same-snapshot scores (check measuredAt).
- 2026-07-09: OpenAI — GPT-5.6 evals table (vendor)Agentic terminal work: multi-step tasks executed in a sandboxed shell environment. Comparability: comparable with caveat — Scores across Terminal-Bench major versions (v1 vs v2) are NOT comparable; harness configuration (container, time limits) also shifts results.
Pricing tiers: GPT-5.4 Nano: Standard $0.20/$1.25 per MTok; cached input $0.02/MTok; batch $0.10/$0.625. · GPT-5.6 Sol: Launch list was $5/$30; cut to $4/$20 on 2026-08-21, promo held at least through 2026-11-21. Cached input $0.40/MTok; batch $2/$10. Knowledge cutoff Feb 16 2026.
GPT-5.4 Nano
GPT-5.4 Nano is OpenAI's cheapest small tier for classification and extraction at $0.20/$1.25.
Best for
- Classification
- Summarisation
- High-volume chat
Watch out
Smallest tier; not for hard reasoning or coding.
GPT-5.6 Sol
OpenAI's GPT-5.6 flagship for complex reasoning and coding with a 1.05M-token context — top-tier but no longer the agentic-coding leader on the tracked boards.
Best for
- Complex reasoning
- Agentic coding
- Hard knowledge work
Watch out
At $4/$20 per MTok it is the priciest GPT-5.6 tier; 'max' effort and 'ultra' multi-agent mode multiply token use.
When the cheaper one wins
GPT-5.4 Nano is cheaper on output at $1.25 per million tokens against $20 for GPT-5.6 Sol — about 16×. Use the cheaper tier for classification, extraction, summarisation, and any task where the expensive model’s extra score does not change the accepted output. The expensive one only pays if your hardest task actually fails on the cheap tier. These are standard-tier API rates, excluding batch and cache discounts.
Run the model pickerEvidence confidence: High
How strong and complete the evidence behind this comparison is — not a prediction of which model is better.
- Pricing verified on both sides — Input and output rates are verified for both models.
- 4/5 core specs verified on both sides — Not published for at least one side: parameter count.
- 1 shared named benchmark with differing scores — Measured on: Artificial Analysis Intelligence Index.
- Verified within the last 90 days — Newest catalog check was 8 days ago.
- Both models carry source citations — Each side has at least two catalog sources on record.
Source receipts
Each catalog figure was checked against the provider or an independent second source on the date shown.
- GPT-5.4 Nano: OpenAI — GPT-5.4 Mini & Nano (accessed 2026-08-29)
- GPT-5.4 Nano: OpenAI API pricing (gpt-5.4-nano $0.20/$1.25) (accessed 2026-08-29)
- GPT-5.6 Sol: OpenAI — GPT-5.6 (accessed 2026-08-29)
- GPT-5.6 Sol: OpenAI API pricing (gpt-5.6-sol $4/$20) (accessed 2026-08-29)
Related comparisons
- DeepSeek V4 Flash vs GPT-5.6 Sol
- Gemini 3.6 Flash vs GPT-5.6 Sol
- Gemini 3.7 Flash vs GPT-5.6 Sol
- Gemini 3.8 Flash vs GPT-5.6 Sol
- Claude Fable 5.1 vs GPT-5.6 Sol
- Claude Fable 5 vs GPT-5.6 Sol
Diving deeper on one model? GPT-5.4 Nano · GPT-5.6 Sol
Common questions
GPT-5.4 Nano vs GPT-5.6 Sol
Answered from the verified figures on this page rather than general guidance.
Is GPT-5.4 Nano or GPT-5.6 Sol cheaper for input?
GPT-5.4 Nano is cheaper at $0.20 per million input tokens, against $4 for GPT-5.6 Sol — roughly 20× the price. Output tokens usually dominate a real bill, so weigh the output rate more heavily than the input rate. These are base rates; GPT-5.4 Nano has tiered pricing: Standard $0.20/$1.25 per MTok; cached input $0.02/MTok; batch $0.10/$0.625. GPT-5.6 Sol has tiered pricing: Launch list was $5/$30; cut to $4/$20 on 2026-08-21, promo held at least through 2026-11-21. Cached input $0.40/MTok; batch $2/$10. Knowledge cutoff Feb 16 2026.
Is GPT-5.4 Nano or GPT-5.6 Sol cheaper for output?
GPT-5.4 Nano is cheaper at $1.25 per million output tokens, against $20 for GPT-5.6 Sol — roughly 16× the price. Output tokens usually dominate a real bill, so weigh the output rate more heavily than the input rate. These are base rates; GPT-5.4 Nano has tiered pricing: Standard $0.20/$1.25 per MTok; cached input $0.02/MTok; batch $0.10/$0.625. GPT-5.6 Sol has tiered pricing: Launch list was $5/$30; cut to $4/$20 on 2026-08-21, promo held at least through 2026-11-21. Cached input $0.40/MTok; batch $2/$10. Knowledge cutoff Feb 16 2026.
Which has the larger context window, GPT-5.4 Nano or GPT-5.6 Sol?
GPT-5.6 Sol accepts 1.05M tokens against 400K for GPT-5.4 Nano. This only matters if you routinely send very long documents or large codebases.
Do GPT-5.4 Nano and GPT-5.6 Sol support the same reasoning levels?
GPT-5.4 Nano exposes none, low, medium, high, while GPT-5.6 Sol exposes none, low, medium, high, xhigh, max.
Should I use GPT-5.4 Nano or GPT-5.6 Sol?
GPT-5.4 Nano is the budget tier and GPT-5.6 Sol the frontier tier. The useful question is whether your hardest task actually fails on the cheaper one — most production volume such as classification, extraction and summarisation does not.
Next step
Choosing between them
The verified figures that separate this pair, computed from the catalog rather than restated boilerplate.
- Input price: GPT-5.4 Nano costs $0.20 per 1M tokens versus $4 for GPT-5.6 Sol — a 20x difference at the headline tier.
- Context: GPT-5.6 Sol takes 1.05M against 400K for GPT-5.4 Nano — only decisive if your prompts approach the smaller window.
- Measured capability: GPT-5.6 Sol leads Artificial Analysis Intelligence Index 61 to 40 (measured 2026-08-14).
- Positioning: GPT-5.4 Nano sits in the budget tier, GPT-5.6 Sol in the frontier tier — most production volume (classification, extraction, summarisation) does not need the pricier tier.
Choosing a harness rather than a model — Cursor, Copilot, Claude Code, Windsurf, or Lovable? Compare agentic harnesses · Latest releases.