API cost decision in 10 seconds

NewGrok 4.6 vs GPT-5.6 Sol Pro

Pick Grok 4.6 for lower cost; pick GPT-5.6 Sol Pro only if the larger context window matters more.

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

Budget verdict

Pick Grok 4.6 for lower cost; pick GPT-5.6 Sol Pro only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Grok 4.6 is estimated at $5 vs $7 for GPT-5.6 Sol Pro, saving $2 (28.6% lower).

Cost-first pickGrok 4.6
Context-first pickGPT-5.6 Sol Pro
Sample savings$228.6%
10x traffic gap$20

GPT-5.6 Sol Pro has more context, but Grok 4.6 saves $2 on the standard workload. At 10x that traffic, the same price gap is about $20. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Grok 4.6 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickGrok 4.6GPT-5.6 Sol Pro
Input-heavy / RAG5M input + 500K outputGrok 4.6$13$15
Balanced workload1M input + 1M outputGrok 4.6$8$12
Output-heavy chatbot1M input + 5M outputGrok 4.6$32$52
Cheaper input Tie $2 vs $2 / 1M

Both models report the same input price at $2 per 1M tokens.

Cheaper output Grok 4.6 $6 vs $10 / 1M

Grok 4.6 is $4 cheaper per 1M output tokens (40% lower; 1.67x difference).

Larger context GPT-5.6 Sol Pro 500K vs 1.05M

GPT-5.6 Sol Pro has 550K more context (2.1x larger).

Sample workload Grok 4.6 $5 vs $7

Grok 4.6 is $2 cheaper on the standard workload (28.6% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Grok 4.6 Calculating… Estimated API cost
GPT-5.6 Sol 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

both models tie on input price; Grok 4.6 has the lower output price; GPT-5.6 Sol Pro offers the larger context window. For the 1M input plus 500K output sample, Grok 4.6 is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $5 for Grok 4.6 and $7 for GPT-5.6 Sol Pro.

Best Fit

Choose Grok 4.6 when you care most about lower output-token price.

Choose GPT-5.6 Sol Pro when you care most about larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, Grok 4.6 is estimated at $5 vs $7 for GPT-5.6 Sol Pro, saving $2 (28.6% lower).
  • Grok 4.6 is $2 cheaper on the standard workload (28.6% lower).
  • Both models report the same input price at $2 per 1M tokens.
  • Grok 4.6 is $4 cheaper per 1M output tokens (40% lower; 1.67x difference).
  • GPT-5.6 Sol Pro has 550K more context (2.1x larger).
Head-to-Head Specs
FeatureNewGrok 4.6
(SpaceXAI)
GPT-5.6 Sol Pro
(OpenAI)
Input Price
prompt tokens per 1M
$2$2
Completion Price
per 1M tokens
$6$10
Sample Workload Cost
1M input + 500K output
$5$7
Context Window500K1.05M
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionGrok 4.6On the standard 1M input plus 500K output workload, Grok 4.6 is estimated at $5 vs $7 for GPT-5.6 Sol Pro, saving $2 (28.6% lower).
High-volume input processingTieLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsGrok 4.6Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGPT-5.6 Sol ProA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Grok Build 0.1 can replace Grok 4.6 when lower sample workload cost matters most: $2.
  • Grok 4.3 can replace Grok 4.6 when lower sample workload cost matters most: $2.5.
  • Grok 4.20 Multi-Agent can replace Grok 4.6 when lower sample workload cost matters most: $2.5.
  • Grok 4.20 can replace Grok 4.6 when lower sample workload cost matters most: $2.5.

Cheaper alternatives

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

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Larger context alternatives

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

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Provider catalogs

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

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SpaceXAI catalog

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

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OpenAI catalog

Check other OpenAI models with comparable pricing, context, or release timing.

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Grok 4.6

Grok 4.6 is SpaceXAI's smartest model with frontier performance on coding, knowledge work, and STEM.

GPT-5.6 Sol Pro

GPT-5.6 Sol Pro is the same underlying model as [GPT-5.6 Sol](https://openrouter.ai/openai/gpt-5.6-sol), served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks. Learn more in OpenAI's docs: https://developers.openai.com/api/docs/guides/reasoning#reasoning-mode