API cost decision in 10 seconds

GPT-5.6 Luna Pro vs Claude Fable 5

Pick GPT-5.6 Luna Pro when budget and context both matter.

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

Budget verdict

Pick GPT-5.6 Luna Pro when budget and context both matter.

On the standard 1M input plus 500K output workload, GPT-5.6 Luna Pro is estimated at $0.8 vs $35 for Claude Fable 5, saving $34.2 (97.7% lower).

Cost-first pickGPT-5.6 Luna Pro
Context-first pickGPT-5.6 Luna Pro
Sample savings$34.297.7%
10x traffic gap$342

GPT-5.6 Luna Pro is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $342. 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 Luna Pro stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickGPT-5.6 Luna ProClaude Fable 5
Input-heavy / RAG5M input + 500K outputGPT-5.6 Luna Pro$1.6$75
Balanced workload1M input + 1M outputGPT-5.6 Luna Pro$1.4$60
Output-heavy chatbot1M input + 5M outputGPT-5.6 Luna Pro$6.2$260
Cheaper input GPT-5.6 Luna Pro $0.2 vs $10 / 1M

GPT-5.6 Luna Pro is $9.8 cheaper per 1M input tokens (98% lower; 50x difference).

Cheaper output GPT-5.6 Luna Pro $1.2 vs $50 / 1M

GPT-5.6 Luna Pro is $48.8 cheaper per 1M output tokens (97.6% lower; 41.7x difference).

Larger context GPT-5.6 Luna Pro 1.05M vs 1M

GPT-5.6 Luna Pro has 50K more context (1.05x larger).

Sample workload GPT-5.6 Luna Pro $0.8 vs $35

GPT-5.6 Luna Pro is $34.2 cheaper on the standard workload (97.7% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
GPT-5.6 Luna Pro Calculating… Estimated API cost
Claude Fable 5 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 Luna Pro has the lower input price; GPT-5.6 Luna Pro has the lower output price; GPT-5.6 Luna Pro offers the larger context window. For the 1M input plus 500K output sample, GPT-5.6 Luna Pro is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.8 for GPT-5.6 Luna Pro and $35 for Claude Fable 5.

Best Fit

Choose GPT-5.6 Luna Pro when you care most about lower input-token price, lower output-token price, and larger context window.

Choose Claude Fable 5 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 Luna Pro is estimated at $0.8 vs $35 for Claude Fable 5, saving $34.2 (97.7% lower).
  • GPT-5.6 Luna Pro is $34.2 cheaper on the standard workload (97.7% lower).
  • GPT-5.6 Luna Pro is $9.8 cheaper per 1M input tokens (98% lower; 50x difference).
  • GPT-5.6 Luna Pro is $48.8 cheaper per 1M output tokens (97.6% lower; 41.7x difference).
  • GPT-5.6 Luna Pro has 50K more context (1.05x larger).
Head-to-Head Specs
FeatureGPT-5.6 Luna Pro
(OpenAI)
Claude Fable 5
(Anthropic)
Input Price
prompt tokens per 1M
$0.2$10
Completion Price
per 1M tokens
$1.2$50
Sample Workload Cost
1M input + 500K output
$0.8$35
Context Window1.05M1M
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionGPT-5.6 Luna ProOn the standard 1M input plus 500K output workload, GPT-5.6 Luna Pro is estimated at $0.8 vs $35 for Claude Fable 5, saving $34.2 (97.7% lower).
High-volume input processingGPT-5.6 Luna ProLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsGPT-5.6 Luna ProLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGPT-5.6 Luna ProA 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 Luna Pro when lower sample workload cost matters most: $0.
  • gpt-oss-20b (free) can replace GPT-5.6 Luna Pro when lower sample workload cost matters most: $0.
  • gpt-oss-20b can replace GPT-5.6 Luna Pro when lower sample workload cost matters most: $0.1.
  • gpt-oss-120b can replace GPT-5.6 Luna Pro 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

Anthropic catalog

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

Open Anthropic models
GPT-5.6 Luna Pro

GPT-5.6 Luna Pro is the same underlying model as [GPT-5.6 Luna](https://openrouter.ai/openai/gpt-5.6-luna), 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

Claude Fable 5

Claude Fable 5 is a Mythos-class model from Anthropic, built for autonomous knowledge work and coding. It supports text, image, and file inputs with text output, with reasoning support and...