API cost decision in 10 seconds

Inkling Small (free) vs Claude Opus 4.8 (batch)

Pick Inkling Small (free) for lower cost; pick Claude Opus 4.8 (batch) only if the larger context window matters more.

Page updated: 2026-08-21T20:07:50Z Data confirmed: 2026-08-23T13:07:49Z Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Inkling Small (free) for lower cost; pick Claude Opus 4.8 (batch) only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Inkling Small (free) is estimated at $0 vs $8.75 for Claude Opus 4.8 (batch), saving $8.75 (100% lower).

Cost-first pickInkling Small (free)

Context-first pickClaude Opus 4.8 (batch)

Sample savings$8.75100%

10x traffic gap$87.5

Claude Opus 4.8 (batch) has more context, but Inkling Small (free) saves $8.75 on the standard workload. At 10x that traffic, the same price gap is about $87.5. 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 (free) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shape	Token mix	Better pick	Inkling Small (free)	Claude Opus 4.8 (batch)
Input-heavy / RAG	5M input + 500K output	Inkling Small (free)	$0	$18.75
Balanced workload	1M input + 1M output	Inkling Small (free)	$0	$15
Output-heavy chatbot	1M input + 5M output	Inkling Small (free)	$0	$65

Cheaper input Inkling Small (free) $0 vs $2.5 / 1M

Inkling Small (free) is free for input tokens while Claude Opus 4.8 (batch) costs $2.5 per 1M tokens.

Cheaper output Inkling Small (free) $0 vs $12.5 / 1M

Inkling Small (free) is free for output tokens while Claude Opus 4.8 (batch) costs $12.5 per 1M tokens.

Larger context Claude Opus 4.8 (batch) 262.14K vs 1M

Claude Opus 4.8 (batch) has 737.86K more context (3.81x larger).

Sample workload Inkling Small (free) $0 vs $8.75

Inkling Small (free) is free for the standard workload while the other model is estimated at $8.75.

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.

Monthly input tokens Monthly output tokens

Inkling Small (free) Calculating… Estimated API cost

Claude Opus 4.8 (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 (free) has the lower input price; Inkling Small (free) has the lower output price; Claude Opus 4.8 (batch) offers the larger context window. For the 1M input plus 500K output sample, Inkling Small (free) is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0 for Inkling Small (free) and $8.75 for Claude Opus 4.8 (batch).

Best Fit

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

Choose Claude Opus 4.8 (batch) when you care most about larger context window.

Decision Notes

On the standard 1M input plus 500K output workload, Inkling Small (free) is estimated at $0 vs $8.75 for Claude Opus 4.8 (batch), saving $8.75 (100% lower).
Inkling Small (free) is free for the standard workload while the other model is estimated at $8.75.
Inkling Small (free) is free for input tokens while Claude Opus 4.8 (batch) costs $2.5 per 1M tokens.
Inkling Small (free) is free for output tokens while Claude Opus 4.8 (batch) costs $12.5 per 1M tokens.
Claude Opus 4.8 (batch) has 737.86K more context (3.81x larger).

Head-to-Head Specs

Feature	Inkling Small (free) (Thinking Machines)	Claude Opus 4.8 (batch) (Anthropic)
Input Price prompt tokens per 1M	$0	$2.5
Completion Price per 1M tokens	$0	$12.5
Sample Workload Cost 1M input + 500K output	$0	$8.75
Context Window	262.14K	1M
Release Date	2026-07-30	2026-05-27

Use-Case Decision Matrix

Use case	Better pick	Why
Budget-constrained production	Inkling Small (free)	On the standard 1M input plus 500K output workload, Inkling Small (free) is estimated at $0 vs $8.75 for Claude Opus 4.8 (batch), saving $8.75 (100% lower).
High-volume input processing	Inkling Small (free)	Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbots	Inkling Small (free)	Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document work	Claude Opus 4.8 (batch)	A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps

Claude 3 Haiku can replace Claude Opus 4.8 (batch) when lower sample workload cost matters most: $0.88.
Claude Haiku 4.5 (batch) can replace Claude Opus 4.8 (batch) when lower sample workload cost matters most: $1.75.
Claude 3.5 Haiku can replace Claude Opus 4.8 (batch) when lower sample workload cost matters most: $2.8.
Claude Sonnet 5 (batch) can replace Claude Opus 4.8 (batch) when lower sample workload cost matters most: $3.5.

Larger context near this budget

Grok 4.20 Multi-Agent offers 2M context with $2.5 sample workload cost.
Grok 4.20 offers 2M context with $2.5 sample workload cost.
DeepSeek V4 Flash 0731 offers 1.31M context with $0.17 sample workload cost.
DeepSeek V4 Flash Latest offers 1.31M context with $0.11 sample workload cost.

Popular competitors

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Ox Alpha · stealth · #4

Cheaper alternatives

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Larger context alternatives

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Provider catalogs

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Thinking Machines catalog

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Open Thinking Machines models

Anthropic catalog

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

Open Anthropic models

Inkling Small (free)

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...

Claude Opus 4.8 (batch)

Claude Opus 4.8 is Anthropic's most capable generally available model in the Opus family. It supports text, image, and file inputs with text output, with reasoning support and a 1M-token...