thinkingmachines

Inkling

textimageaudio
CAPABILITY & COST

What else is worth comparing?

Inkling148.4ECI pointsEpoch Capabilities Index · 2026-10-24
$2.0131M input + 250k output tokens
ECI interval 146.0–150.2 · estimates can overlap
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This modelSelected alternativesOther dots: models with both score and price
Compare specifications for this selection

ECI points are estimates, not percentages. Overlapping intervals do not establish a winner. Nearby score does not mean equivalent capability.

INDEPENDENT EVALUATIONS

Results in context

Where does it sit?

Five nearest ECI estimates · current snapshot, not release-time scores.

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Overlapping intervals do not establish a clear winner. ECI combines source-selected benchmarks; points are not percentages. Snapshot 2026-10-24.

Test by test

No approved benchmark evaluation is linked to this exact model ID. Another version’s score is not substituted.

Each row is a different test, not a common difficulty scale. “Max” does not mean equal compute across providers.

What changes your bill?

Illustrative token baskets, not measured tasks.

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Short exchange1K input + 250 output tokens$0.002
Long answer4K input + 4K output tokens$0.0202
Document analysis100K input + 2K output tokens$0.1081
Repeated workload1M input + 250K output tokens$2.0125

List prices, captured 2026-10-25. Excludes caching, batch discounts, tools and retries. Token baskets are not estimates of a specific task’s token use.

Within the same developer

Five lowest listed workload costs, plus this model.

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Fixed basket: 1M input + 250k output. Logarithmic positions; labels show actual USD. Lower cost does not imply equivalent capability.

PUBLISHED LIMITS

Room to read
Room to respond

Context and maximum output are separate limits, not a quality score. They are not added together.

Context window524.3Ktokens
Maximum output471.9Ktokens

Published specifications

Context window524.3Ktokens
API input price$1USD / million tokens
API output price$4.05USD / million tokens
Maximum output471.9Kmaximum tokens per response
Output modalitiestextpublished output types
Supported parameters15API parameters listed

Model information

Provider
thinkingmachines
Input modalities
text, image, audio
Output modalities
text
Maximum output
471,859 tokens
Supported parameters
frequency_penalty, include_reasoning, logit_bias, max_tokens, min_p, presence_penalty, reasoning, reasoning_effort, repetition_penalty, stop, temperature, tool_choice, tools, top_k, top_p
Added to catalogue
2026-07-17
Knowledge cutoff
Not available
Catalogue snapshot
2026-10-25

Prices are per million tokens. The workload estimate uses 1,000 input and 250 output tokens. Context describes request capacity, not model quality.

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