API cost decision in 10 seconds

NewOpenAI GPT Sol Latest vs Inkling Small (batch)

Pick Inkling Small (batch) for lower cost; pick OpenAI GPT Sol Latest 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 Inkling Small (batch) for lower cost; pick OpenAI GPT Sol Latest only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Inkling Small (batch) is estimated at $1.1 vs $7 for OpenAI GPT Sol Latest, saving $5.9 (84.3% lower).

Cost-first pickInkling Small (batch)
Context-first pickOpenAI GPT Sol Latest
Sample savings$5.984.3%
10x traffic gap$59

OpenAI GPT Sol Latest has more context, but Inkling Small (batch) saves $5.9 on the standard workload. At 10x that traffic, the same price gap is about $59. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Inkling Small (batch) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickOpenAI GPT Sol LatestInkling Small (batch)
Input-heavy / RAG5M input + 500K outputInkling Small (batch)$15$3.1
Balanced workload1M input + 1M outputInkling Small (batch)$12$1.7
Output-heavy chatbot1M input + 5M outputInkling Small (batch)$52$6.5
Cheaper input Inkling Small (batch) $2 vs $0.5 / 1M

Inkling Small (batch) is $1.5 cheaper per 1M input tokens (75% lower; 4x difference).

Cheaper output Inkling Small (batch) $10 vs $1.2 / 1M

Inkling Small (batch) is $8.8 cheaper per 1M output tokens (88% lower; 8.33x difference).

Larger context OpenAI GPT Sol Latest 1.05M vs 524.29K

OpenAI GPT Sol Latest has 525.71K more context (2x larger).

Sample workload Inkling Small (batch) $7 vs $1.1

Inkling Small (batch) is $5.9 cheaper on the standard workload (84.3% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
OpenAI GPT Sol Latest Calculating… Estimated API cost
Inkling Small (batch) 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

Inkling Small (batch) has the lower input price; Inkling Small (batch) has the lower output price; OpenAI GPT Sol Latest offers the larger context window. For the 1M input plus 500K output sample, Inkling Small (batch) is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $7 for OpenAI GPT Sol Latest and $1.1 for Inkling Small (batch).

Best Fit

Choose OpenAI GPT Sol Latest when you care most about larger context window.

Choose Inkling Small (batch) when you care most about lower input-token price, and lower output-token price.

Decision Notes
  • On the standard 1M input plus 500K output workload, Inkling Small (batch) is estimated at $1.1 vs $7 for OpenAI GPT Sol Latest, saving $5.9 (84.3% lower).
  • Inkling Small (batch) is $5.9 cheaper on the standard workload (84.3% lower).
  • Inkling Small (batch) is $1.5 cheaper per 1M input tokens (75% lower; 4x difference).
  • Inkling Small (batch) is $8.8 cheaper per 1M output tokens (88% lower; 8.33x difference).
  • OpenAI GPT Sol Latest has 525.71K more context (2x larger).
Head-to-Head Specs
FeatureNewOpenAI GPT Sol Latest
(OpenAI)
Inkling Small (batch)
(Thinking Machines)
Input Price
prompt tokens per 1M
$2$0.5
Completion Price
per 1M tokens
$10$1.2
Sample Workload Cost
1M input + 500K output
$7$1.1
Context Window1.05M524.29K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionInkling Small (batch)On the standard 1M input plus 500K output workload, Inkling Small (batch) is estimated at $1.1 vs $7 for OpenAI GPT Sol Latest, saving $5.9 (84.3% lower).
High-volume input processingInkling Small (batch)Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsInkling Small (batch)Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workOpenAI GPT Sol LatestA 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 OpenAI GPT Sol Latest when lower sample workload cost matters most: $0.
  • gpt-oss-20b (free) can replace OpenAI GPT Sol Latest when lower sample workload cost matters most: $0.
  • gpt-oss-20b can replace OpenAI GPT Sol Latest when lower sample workload cost matters most: $0.1.
  • gpt-oss-120b can replace OpenAI GPT Sol Latest 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
OpenAI GPT Sol Latest

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

Inkling Small (batch)

Inkling Small is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 12B active parameters out of 276B total. It is positioned as the smaller, more efficient member of...