API cost decision in 10 seconds

🔥GPT-5.6 Sol vs GPT-5.5 Pro

Pick GPT-5.6 Sol when budget is the priority.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick GPT-5.6 Sol when budget is the priority.

On the standard 1M input plus 500K output workload, GPT-5.6 Sol is estimated at $7 vs $120 for GPT-5.5 Pro, saving $113 (94.2% lower).

Cost-first pickGPT-5.6 Sol
Context-first pickBoth models
Sample savings$11394.2%
10x traffic gap$1130

The reported context window is tied, so cost and provider fit carry more weight. At 10x that traffic, the same price gap is about $1130. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

GPT-5.6 Sol stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickGPT-5.6 SolGPT-5.5 Pro
Input-heavy / RAG5M input + 500K outputGPT-5.6 Sol$15$240
Balanced workload1M input + 1M outputGPT-5.6 Sol$12$210
Output-heavy chatbot1M input + 5M outputGPT-5.6 Sol$52$930
Cheaper input GPT-5.6 Sol $2 vs $30 / 1M

GPT-5.6 Sol is $28 cheaper per 1M input tokens (93.3% lower; 15x difference).

Cheaper output GPT-5.6 Sol $10 vs $180 / 1M

GPT-5.6 Sol is $170 cheaper per 1M output tokens (94.4% lower; 18x difference).

Larger context Tie 1.05M vs 1.05M

Both models report the same context window at 1.05M tokens.

Sample workload GPT-5.6 Sol $7 vs $120

GPT-5.6 Sol is $113 cheaper on the standard workload (94.2% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
GPT-5.6 Sol Calculating… Estimated API cost
GPT-5.5 Pro Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Quick Decision

Verdict

GPT-5.6 Sol has the lower input price; GPT-5.6 Sol has the lower output price; both models report the same context window. For the 1M input plus 500K output sample, GPT-5.6 Sol is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $7 for GPT-5.6 Sol and $120 for GPT-5.5 Pro.

Best Fit

Choose GPT-5.6 Sol when you care most about lower input-token price, and lower output-token price.

Choose GPT-5.5 Pro when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

Decision Notes
  • On the standard 1M input plus 500K output workload, GPT-5.6 Sol is estimated at $7 vs $120 for GPT-5.5 Pro, saving $113 (94.2% lower).
  • GPT-5.6 Sol is $113 cheaper on the standard workload (94.2% lower).
  • GPT-5.6 Sol is $28 cheaper per 1M input tokens (93.3% lower; 15x difference).
  • GPT-5.6 Sol is $170 cheaper per 1M output tokens (94.4% lower; 18x difference).
  • Both models report the same context window at 1.05M tokens.
Head-to-Head Specs
Feature🔥GPT-5.6 Sol
(OpenAI)
GPT-5.5 Pro
(OpenAI)
Input Price
prompt tokens per 1M
$2$30
Completion Price
per 1M tokens
$10$180
Sample Workload Cost
1M input + 500K output
$7$120
Context Window1.05M1.05M
Release Date
Popularity#15

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionGPT-5.6 SolOn the standard 1M input plus 500K output workload, GPT-5.6 Sol is estimated at $7 vs $120 for GPT-5.5 Pro, saving $113 (94.2% lower).
High-volume input processingGPT-5.6 SolLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsGPT-5.6 SolLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workTieA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • gpt-oss-120b (free) can replace GPT-5.6 Sol when lower sample workload cost matters most: $0.
  • gpt-oss-20b (free) can replace GPT-5.6 Sol when lower sample workload cost matters most: $0.
  • gpt-oss-20b can replace GPT-5.6 Sol when lower sample workload cost matters most: $0.1.
  • gpt-oss-120b can replace GPT-5.6 Sol when lower sample workload cost matters most: $0.12.

Cheaper alternatives

Review low-cost models sorted by a standard 1M input plus 500K output workload.

Open cheapest models

Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

Open largest context models

Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

Open provider hubs

OpenAI catalog

Review all tracked OpenAI models before deciding whether this matchup is the right shortlist.

Open OpenAI models
GPT-5.6 Sol

GPT-5.6 Sol is the flagship model in OpenAI's GPT-5.6 series. It is suited for complex reasoning, coding, and agentic workflows, and is particularly strong at command-line and multi-step coding tasks...

GPT-5.5 Pro

GPT-5.5 Pro is OpenAI’s high-capability model optimized for deep reasoning and accuracy on complex, high-stakes workloads. It features a 1M+ token context window (922K input, 128K output) with support for...