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AI models
thinking machines

Inkling

AI model Released

Context window
1,048,576 tokens*
Maximum output
1,048,576 tokens*
Open weights
Yes*

Capability & preference

General capability · ECI

A cross-benchmark capability estimate. Index points, not a percentage; intervals show uncertainty.

Inkling 148.5* Inkling · 95% interval 145.8–150.4

Run it locally

Inference · memory estimate

Inkling

Not enough verified architecture information for a reliable VRAM estimate.

Capabilities

Context window
1,048,576 tokens*
Maximum output
1,048,576 tokens*
Reasoning
Yes*
Tool calling
Yes*
Open weights
Yes*
Model license
Apache-2.0*

Input modalities

  • text*
  • image*
  • audio*

Output modalities

  • text*

System configuration

Detailed specifications

Specifications 1 · 4 fields
Access model
Open weights (unrestricted)*
Open weights
Yes*
Organization
Thinking Machines*
Organization country
United States of America*
Specifications 2 · 39 fields
File attachments
Yes*
Context window
1,048,576* tokens
Model family
ling*
Input modalities
  • text*
  • image*
  • audio*
Model licence
Apache-2.0*
Maximum output
1,048,576* tokens
Output modalities
  • text*
API service · LLMTR · thinkingmachines/inkling
Provider
LLMTR*
Model
thinkingmachines/inkling*
Snapshot
2026-10-26*
Token limits
context
262,144*
output
262,144*
Modalities
input
  • text*
  • image*
  • audio*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    effort*
    values
    • none*
    • minimal*
    • low*
    • medium*
    • high*
    • xhigh*
Tool calling
Yes*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
1.87*
output
4.68*
cache_read
0.374*
API service · AI/ML API · thinkingmachines/inkling
Provider
AI/ML API*
Model
thinkingmachines/inkling*
Snapshot
2026-10-26*
Token limits
context
1,048,576*
output
1,048,576*
Modalities
input
  • text*
  • image*
  • audio*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    effort*
    values
    • low*
    • medium*
    • high*
Tool calling
Yes*
Temperature control
Yes*
File attachments
Yes*
Interleaved reasoning
field
reasoning_details*
Prices (USD per million tokens)
input
1.058*
output
4.2849*
cache_read
0.17986*
API service · Vercel AI Gateway · thinkingmachines/inkling
Provider
Vercel AI Gateway*
Model
thinkingmachines/inkling*
Snapshot
2026-10-26*
Token limits
context
256,000*
output
256,000*
Modalities
input
  • text*
  • image*
  • pdf*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    effort*
    values
    • none*
    • minimal*
    • low*
    • medium*
    • high*
    • xhigh*
    • max*
Tool calling
Yes*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
1*
output
4.05*
cache_read
0.17*
API service · Together AI · thinkingmachines/Inkling
Provider
Together AI*
Model
thinkingmachines/Inkling*
Snapshot
2026-10-26*
Token limits
context
524,288*
output
131,072*
Modalities
input
  • text*
  • image*
  • audio*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    effort*
    values
    • none*
    • minimal*
    • low*
    • medium*
    • high*
    • xhigh*
    • max*
Tool calling
Yes*
Structured output
Yes*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
1*
output
4.05*
cache_read
0.17*
API service · OpenRouter · thinkingmachines/inkling
Provider
OpenRouter*
Model
thinkingmachines/inkling*
Snapshot
2026-10-26*
Token limits
context
524,288*
output
471,859*
Modalities
input
  • text*
  • image*
  • audio*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    effort*
    values
    • none*
    • minimal*
    • low*
    • medium*
    • high*
    • max*
Tool calling
Yes*
Structured output
No*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
1*
output
4.05*
cache_read
0.17*
API service · Venice AI · inkling
Provider
Venice AI*
Model
inkling*
Snapshot
2026-10-26*
Token limits
context
524,288*
output
65,536*
Modalities
input
  • text*
  • image*
  • audio*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    effort*
    values
    • none*
    • low*
    • medium*
    • high*
Tool calling
Yes*
Structured output
Yes*
Temperature control
Yes*
File attachments
Yes*
Availability status
deprecated*
Prices (USD per million tokens)
input
0.5625*
output
1.5*
cache_read
0.125*
API service · NanoGPT · thinkingmachines/inkling:thinking
Provider
NanoGPT*
Model
thinkingmachines/inkling:thinking*
Snapshot
2026-10-26*
Token limits
context
1,040,000*
input
1,040,000*
output
32,768*
Modalities
input
  • text*
  • image*
  • audio*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    effort*
    values
    • minimal*
    • low*
    • medium*
    • high*
    • xhigh*
Tool calling
Yes*
Structured output
Yes*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
1*
output
4.05*
cache_read
0.17*
API service · Thinking Machines · thinkingmachines/Inkling
Provider
Thinking Machines*
Model
thinkingmachines/Inkling*
Snapshot
2026-10-26*
Token limits
context
65,536*
output
65,536*
Modalities
input
  • text*
  • image*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    toggle*
  • type
    effort*
    values
    • low*
    • medium*
    • high*
    • xhigh*
    • max*
Tool calling
Yes*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
1.87*
output
4.68*
cache_read
0.374*
API service · Abacus · thinkingmachines/Inkling
Provider
Abacus*
Model
thinkingmachines/Inkling*
Snapshot
2026-10-26*
Token limits
context
262,144*
output
131,072*
Modalities
input
  • text*
  • image*
output
  • text*
Reasoning
Yes*
Tool calling
Yes*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
3.74*
output
9.36*
cache_read
0.748*
API service · Deep Infra · thinkingmachines/Inkling
Provider
Deep Infra*
Model
thinkingmachines/Inkling*
Snapshot
2026-10-26*
Token limits
context
524,288*
output
1,048,576*
Modalities
input
  • text*
  • image*
  • audio*
output
  • text*
Reasoning
Yes*
Tool calling
Yes*
Structured output
Yes*
Temperature control
Yes*
File attachments
Yes*
Availability status
deprecated*
Prices (USD per million tokens)
input
0.95*
output
4.05*
cache_read
0.16*
API service · Eden AI · fireworks ai/accounts/fireworks/models/inkling
Provider
Eden AI*
Model
fireworks_ai/accounts/fireworks/models/inkling*
Snapshot
2026-10-26*
Token limits
context
1,048,576*
output
1,048,576*
Modalities
input
  • text*
  • image*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    effort*
    values
    • none*
    • minimal*
    • low*
    • medium*
    • high*
    • max*
Tool calling
Yes*
Structured output
Yes*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
1*
output
4.05*
cache_read
0.17*
API service · Requesty · inkling
Provider
Requesty*
Model
inkling*
Snapshot
2026-10-26*
Token limits
context
65,536*
output
32,768*
Modalities
input
  • text*
  • image*
  • audio*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    effort*
    values
    • none*
    • low*
    • medium*
    • high*
    • max*
Tool calling
Yes*
Structured output
No*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
1.87*
output
4.68*
cache_read
0.374*
API service · Modal · thinkingmachines/Inkling-NVFP4
Provider
Modal*
Model
thinkingmachines/Inkling-NVFP4*
Snapshot
2026-10-26*
Token limits
context
1,048,576*
output
262,144*
Modalities
input
  • text*
  • image*
  • audio*
output
  • text*
Reasoning
Yes*
Tool calling
Yes*
Structured output
No*
Temperature control
Yes*
File attachments
Yes*
Interleaved reasoning
field
reasoning_content*
Prices (USD per million tokens)
input
1.2*
output
5*
cache_read
0.27*
API service · Merge Gateway · thinkingmachines/inkling
Provider
Merge Gateway*
Model
thinkingmachines/inkling*
Snapshot
2026-10-26*
Token limits
context
1,048,000*
output
32,000*
Modalities
input
  • text*
output
  • text*
Reasoning
Yes*
Tool calling
Yes*
Structured output
Yes*
Temperature control
Yes*
File attachments
No*
Prices (USD per million tokens)
input
1*
output
4.05*
cache_read
0.17*
API service · Charm Hyper · inkling
Provider
Charm Hyper*
Model
inkling*
Snapshot
2026-10-26*
Token limits
context
1,048,576*
output
65,536*
Modalities
input
  • text*
  • image*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    effort*
    values
    • low*
    • medium*
    • high*
Tool calling
Yes*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
1.0888*
output
4.40964*
cache_read
0.185096*
API service · Impossibl · thinkingmachines/inkling
Provider
Impossibl*
Model
thinkingmachines/inkling*
Snapshot
2026-10-26*
Token limits
context
65,536*
output
65,536*
Modalities
input
  • text*
  • image*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    effort*
    values
    • none*
    • minimal*
    • low*
    • medium*
    • high*
    • xhigh*
Tool calling
Yes*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
1.87*
output
4.68*
cache_read
0.374*
API service · Fireworks AI · accounts/fireworks/models/inkling
Provider
Fireworks AI*
Model
accounts/fireworks/models/inkling*
Snapshot
2026-10-26*
Token limits
context
1,048,576*
output
1,048,576*
Modalities
input
  • text*
  • image*
output
  • text*
Reasoning
Yes*
Tool calling
Yes*
Structured output
Yes*
Temperature control
Yes*
File attachments
Yes*
Availability status
deprecated*
Prices (USD per million tokens)
input
1*
output
4.05*
cache_read
0.17*
API service · Eden AI · deepinfra/thinkingmachines/Inkling
Provider
Eden AI*
Model
deepinfra/thinkingmachines/Inkling*
Snapshot
2026-10-26*
Token limits
context
524,288*
output
1,048,576*
Modalities
input
  • text*
  • image*
  • audio*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    effort*
    values
    • none*
    • minimal*
    • low*
    • medium*
    • high*
    • max*
Tool calling
Yes*
Structured output
Yes*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
0.95*
output
4.05*
cache_read
0.16*
API service · Hugging Face · thinkingmachines/Inkling
Provider
Hugging Face*
Model
thinkingmachines/Inkling*
Snapshot
2026-10-26*
Token limits
context
1,048,576*
output
1,048,576*
Modalities
input
  • text*
  • image*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    effort*
    values
    • low*
    • medium*
    • high*
Tool calling
Yes*
Structured output
Yes*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
1*
output
4.05*
API service · Kilo Gateway · thinkingmachines/inkling
Provider
Kilo Gateway*
Model
thinkingmachines/inkling*
Snapshot
2026-10-26*
Token limits
context
524,288*
output
471,859*
Modalities
input
  • text*
  • image*
  • audio*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    effort*
    values
    • none*
    • minimal*
    • low*
    • medium*
    • high*
    • max*
Tool calling
Yes*
Structured output
No*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
1*
output
4.05*
cache_read
0.17*
API service · Thinking Machines · thinkingmachines/Inkling:peft:262144
Provider
Thinking Machines*
Model
thinkingmachines/Inkling:peft:262144*
Snapshot
2026-10-26*
Token limits
context
262,144*
output
262,144*
Modalities
input
  • text*
  • image*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    toggle*
  • type
    effort*
    values
    • low*
    • medium*
    • high*
    • xhigh*
    • max*
Tool calling
Yes*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
1.87*
output
4.68*
cache_read
0.374*
API service · Requesty · inkling-256k
Provider
Requesty*
Model
inkling-256k*
Snapshot
2026-10-26*
Token limits
context
262,144*
output
32,768*
Modalities
input
  • text*
  • image*
  • audio*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    effort*
    values
    • none*
    • low*
    • medium*
    • high*
    • max*
Tool calling
Yes*
Structured output
No*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
1.87*
output
4.68*
cache_read
0.374*
API service · Eden AI · databricks/databricks-inkling
Provider
Eden AI*
Model
databricks/databricks-inkling*
Snapshot
2026-10-26*
Token limits
context
1,000,000*
output
1,048,576*
Modalities
input
  • text*
  • image*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    effort*
    values
    • none*
    • minimal*
    • low*
    • medium*
    • high*
    • max*
Tool calling
Yes*
Structured output
No*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
1*
output
4.05*
cache_read
0.1*
cache_write
1.00002*
API service · Thinking Machines · thinkingmachines/Inkling:peft:262144:sampling-nvfp4
Provider
Thinking Machines*
Model
thinkingmachines/Inkling:peft:262144:sampling-nvfp4*
Snapshot
2026-10-26*
Token limits
context
262,144*
output
262,144*
Modalities
input
  • text*
  • image*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    toggle*
  • type
    effort*
    values
    • low*
    • medium*
    • high*
    • xhigh*
    • max*
Tool calling
Yes*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
1*
output
4.05*
cache_read
0.17*
API service · CommandCode · thinkingmachines/inkling
Provider
CommandCode*
Model
thinkingmachines/inkling*
Snapshot
2026-10-26*
Token limits
context
256,000*
output
256,000*
Modalities
input
  • text*
  • image*
  • audio*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    effort*
    values
    • low*
    • medium*
    • high*
    • max*
Tool calling
Yes*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
1*
output
4.05*
cache_read
0.17*
API service · OpenRouter · thinkingmachines/inkling:free
Provider
OpenRouter*
Model
thinkingmachines/inkling:free*
Snapshot
2026-10-26*
Token limits
context
1,048,576*
output
262,144*
Modalities
input
  • text*
  • image*
  • audio*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    effort*
    values
    • none*
    • minimal*
    • low*
    • medium*
    • high*
    • max*
Tool calling
Yes*
Structured output
No*
Temperature control
Yes*
File attachments
Yes*
API service · Eden AI · together ai/thinkingmachines/Inkling
Provider
Eden AI*
Model
together_ai/thinkingmachines/Inkling*
Snapshot
2026-10-26*
Token limits
context
524,288*
output
1,048,576*
Modalities
input
  • text*
  • image*
  • audio*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    effort*
    values
    • none*
    • minimal*
    • low*
    • medium*
    • high*
    • max*
Tool calling
Yes*
Structured output
Yes*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
1*
output
4.05*
cache_read
0.17*
API service · Neon · inkling
Provider
Neon*
Model
inkling*
Snapshot
2026-10-26*
Token limits
context
1,048,576*
output
65,536*
Modalities
input
  • text*
  • image*
  • audio*
output
  • text*
Reasoning
Yes*
Reasoning controls
  • type
    toggle*
  • type
    effort*
    values
    • none*
    • minimal*
    • low*
    • medium*
    • high*
    • max*
Tool calling
Yes*
Structured output
No*
Temperature control
Yes*
File attachments
Yes*
Availability status
deprecated*
Prices (USD per million tokens)
input
1*
output
4.05*
cache_read
0.17*
API service · NanoGPT · thinkingmachines/inkling
Provider
NanoGPT*
Model
thinkingmachines/inkling*
Snapshot
2026-10-26*
Token limits
context
1,048,000*
input
1,048,000*
output
32,768*
Modalities
input
  • text*
  • image*
  • audio*
output
  • text*
Reasoning
No*
Tool calling
Yes*
Structured output
Yes*
Temperature control
Yes*
File attachments
Yes*
Prices (USD per million tokens)
input
1*
output
4.05*
cache_read
0.17*
Reasoning
Yes*
Temperature control
Yes*
Tool calling
Yes*

* Provisional data