API cost decision in 10 seconds

Muse Spark 1.1 vs OpenAI GPT Mini Latest

Pick OpenAI GPT Mini Latest for lower cost; pick Muse Spark 1.1 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 OpenAI GPT Mini Latest for lower cost; pick Muse Spark 1.1 only if the larger context window matters more.

On the standard 1M input plus 500K output workload, OpenAI GPT Mini Latest is estimated at $3 vs $3.38 for Muse Spark 1.1, saving $0.38 (11.1% lower).

Cost-first pickOpenAI GPT Mini Latest
Context-first pickMuse Spark 1.1
Sample savings$0.3811.1%
10x traffic gap$3.75

Muse Spark 1.1 has more context, but OpenAI GPT Mini Latest saves $0.38 on the standard workload. At 10x that traffic, the same price gap is about $3.75. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Cost winner changes by workload shape: input-heavy / RAG favors OpenAI GPT Mini Latest, balanced workload favors OpenAI GPT Mini Latest, and output-heavy chatbot favors Muse Spark 1.1.

Workload shapeToken mixBetter pickMuse Spark 1.1OpenAI GPT Mini Latest
Input-heavy / RAG5M input + 500K outputOpenAI GPT Mini Latest$8.38$6
Balanced workload1M input + 1M outputOpenAI GPT Mini Latest$5.5$5.25
Output-heavy chatbot1M input + 5M outputMuse Spark 1.1$22.5$23.25
Cheaper input OpenAI GPT Mini Latest $1.25 vs $0.75 / 1M

OpenAI GPT Mini Latest is $0.5 cheaper per 1M input tokens (40% lower; 1.67x difference).

Cheaper output Muse Spark 1.1 $4.25 vs $4.5 / 1M

Muse Spark 1.1 is $0.25 cheaper per 1M output tokens (5.6% lower; 1.06x difference).

Larger context Muse Spark 1.1 1.05M vs 400K

Muse Spark 1.1 has 648.58K more context (2.62x larger).

Sample workload OpenAI GPT Mini Latest $3.38 vs $3

OpenAI GPT Mini Latest is $0.38 cheaper on the standard workload (11.1% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Muse Spark 1.1 Calculating… Estimated API cost
OpenAI GPT Mini Latest 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

OpenAI GPT Mini Latest has the lower input price; Muse Spark 1.1 has the lower output price; Muse Spark 1.1 offers the larger context window. For the 1M input plus 500K output sample, OpenAI GPT Mini Latest is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $3.38 for Muse Spark 1.1 and $3 for OpenAI GPT Mini Latest.

Best Fit

Choose Muse Spark 1.1 when you care most about lower output-token price, and larger context window.

Choose OpenAI GPT Mini Latest when you care most about lower input-token price.

Decision Notes
  • On the standard 1M input plus 500K output workload, OpenAI GPT Mini Latest is estimated at $3 vs $3.38 for Muse Spark 1.1, saving $0.38 (11.1% lower).
  • OpenAI GPT Mini Latest is $0.38 cheaper on the standard workload (11.1% lower).
  • OpenAI GPT Mini Latest is $0.5 cheaper per 1M input tokens (40% lower; 1.67x difference).
  • Muse Spark 1.1 is $0.25 cheaper per 1M output tokens (5.6% lower; 1.06x difference).
  • Muse Spark 1.1 has 648.58K more context (2.62x larger).
Head-to-Head Specs
FeatureMuse Spark 1.1
(Meta)
OpenAI GPT Mini Latest
(OpenAI)
Input Price
prompt tokens per 1M
$1.25$0.75
Completion Price
per 1M tokens
$4.25$4.5
Sample Workload Cost
1M input + 500K output
$3.38$3
Context Window1.05M400K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionOpenAI GPT Mini LatestOn the standard 1M input plus 500K output workload, OpenAI GPT Mini Latest is estimated at $3 vs $3.38 for Muse Spark 1.1, saving $0.38 (11.1% lower).
High-volume input processingOpenAI GPT Mini LatestLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsMuse Spark 1.1Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workMuse Spark 1.1A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

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

Meta catalog

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

Open Meta models

OpenAI catalog

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

Open OpenAI models
Muse Spark 1.1

Muse Spark 1.1 is a multimodal reasoning model from Meta, built for agentic tasks. It accepts text, images, video, audio, and PDF documents and returns text, with a 1M-token context...

OpenAI GPT Mini Latest

This model always redirects to the latest model in the OpenAI GPT Mini family.