Multimodal MoE reasoning model (975B total, 41B active) for text, image, and audio
Inkling is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 41B active parameters out of 975B total. It is designed for general-purpose reasoning, coding, agentic and tool-use systems,...
Context
262K
262,144 tokens
Max output
262K
262,144 tokens
Input
$1.00
per 1M tokens
Output
$4.05
per 1M tokens
Providers
20
27 listings
Intelligence
25
Intelligence Index
Pricing
USD per 1M tokens · listed by Thinking Machines
| Token type | Standard |
|---|---|
| Input | $1.00 |
| Output | $4.05 |
| Cache read | $0.17 |
Lowest input price across providers: $0.56.
Capabilities
ReasoningYes
On / off · Effort: low, medium, high, xhigh, max
Tool callYes
Structured outputYes
TemperatureYes
AttachmentsYes
Interleaved reasoningYes
Field: reasoning_content
Open weightsYes
ModeratedNo
Input
TextImage
Output
Text
Benchmarks
Published scores and Design Arena Elo
- Intelligence25#73 of 208
- Coding52.1#51 of 112
- Agentic22.5#37 of 86
- Arena1,165#59 of 128
Rankings
Position on each OneAtlas leaderboard
Providers · 20
27 listings
Thinking Machines
NanoGPT
Vercel AI Gateway
Kilo Gateway
Eden AI
Merge GatewayRequesty
AI/ML API
Venice AI
Abacus
Hugging Face
Deep Infra
Impossibl
CommandCode
Neon
Together AI
LLMTR
Fireworks AI
Charm Hyper
Modal| Provider | Model ID | Context | Input limit | Output | Input $ | Output $ | Reasoning $ | Cache read | Cache write | Audio in | Audio out | Reasoning | Tools | Structured | Temp. | Updated |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Abacus | thinkingmachines/Inkling | 262K | — | 131K | $3.74 | $9.36 | — | $0.75 | — | — | — | Yes | Yes | Unknown | Yes | Jul 15, 2026 |
| AI/ML API | thinkingmachines/inkling | 1.05M | — | 1.05M | $1.06 | $4.28 | — | $0.18 | — | — | — | Yes | Yes | Unknown | Yes | Jul 15, 2026 |
| Charm Hyper | inkling | 1.05M | — | 66K | $1.09 | $4.41 | — | $0.19 | — | — | — | Yes | Yes | Unknown | Yes | Jul 15, 2026 |
| CommandCode | thinkingmachines/inkling | 256K | — | 256K | $1.00 | $4.05 | — | $0.17 | — | — | — | Yes | Yes | Unknown | Yes | Jul 15, 2026 |
| Deep Infra | thinkingmachines/Inkling | 524K | — | 1.05M | $0.95 | $4.05 | — | $0.16 | — | — | — | Yes | Yes | Yes | Yes | Jul 15, 2026 |
| Eden AI | deepinfra/thinkingmachines/Inkling | 524K | — | 1.05M | $0.95 | $4.05 | — | $0.16 | — | — | — | Yes | Yes | Yes | Yes | Jul 15, 2026 |
| Eden AI | databricks/databricks-inkling | 1M | — | 1.05M | $1.00 | $4.05 | — | $0.10 | $1.00 | — | — | Yes | Yes | No | Yes | Jul 15, 2026 |
| Eden AI | together_ai/thinkingmachines/Inkling | 524K | — | 1.05M | $1.00 | $4.05 | — | $0.17 | — | — | — | Yes | Yes | Yes | Yes | Jul 15, 2026 |
| Eden AI | fireworks_ai/accounts/fireworks/models/inkling | 1.05M | — | 1.05M | $1.00 | $4.05 | — | $0.17 | — | — | — | Yes | Yes | Yes | Yes | Jul 15, 2026 |
| Fireworks AI | accounts/fireworks/models/inkling | 1.05M | — | 1.05M | $1.00 | $4.05 | — | $0.17 | — | — | — | Yes | Yes | Yes | Yes | Jul 15, 2026 |
| Hugging Face | thinkingmachines/Inkling | 1.05M | — | 1.05M | $1.00 | $4.05 | — | — | — | — | — | Yes | Yes | Yes | Yes | Jul 15, 2026 |
| Impossibl | thinkingmachines/inkling | 66K | — | 66K | $1.87 | $4.68 | — | $0.37 | — | — | — | Yes | Yes | Unknown | Yes | Jul 15, 2026 |
| Kilo Gateway | thinkingmachines/inkling | 524K | — | 472K | $1.00 | $4.05 | — | $0.17 | — | — | — | Yes | Yes | No | Yes | Jul 15, 2026 |
| LLMTR | thinkingmachines/inkling | 262K | — | 262K | $1.87 | $4.68 | — | $0.37 | — | — | — | Yes | Yes | Unknown | Yes | Jul 15, 2026 |
| Merge Gateway | thinkingmachines/inkling | 1.05M | — | 32K | $1.00 | $4.05 | — | $0.17 | — | — | — | Yes | Yes | Yes | Yes | Jul 15, 2026 |
| Modal | thinkingmachines/Inkling-NVFP4 | 1.05M | — | 262K | $1.20 | $5.00 | — | $0.27 | — | — | — | Yes | Yes | No | Yes | Jul 15, 2026 |
| NanoGPT | thinkingmachines/inkling | 1.05M | 1.05M | 33K | $1.00 | $4.05 | — | $0.17 | — | — | — | No | Yes | Yes | Yes | Jul 15, 2026 |
| NanoGPT | thinkingmachines/inkling:thinking | 1.04M | 1.04M | 33K | $1.00 | $4.05 | — | $0.17 | — | — | — | Yes | Yes | Yes | Yes | Jul 15, 2026 |
| Neon | inkling | 1.05M | — | 66K | $1.00 | $4.05 | — | $0.17 | — | — | — | Yes | Yes | No | Yes | Jul 15, 2026 |
| Requesty | inkling | 66K | — | 33K | $1.87 | $4.68 | — | $0.37 | — | — | — | Yes | Yes | No | Yes | Jul 15, 2026 |
| Requesty | inkling-256k | 262K | — | 33K | $1.87 | $4.68 | — | $0.37 | — | — | — | Yes | Yes | No | Yes | Jul 15, 2026 |
| Thinking Machines | thinkingmachines/Inkling:peft:262144:sampling-nvfp4 | 262K | — | 262K | $1.00 | $4.05 | — | $0.17 | — | — | — | Yes | Yes | Unknown | Yes | Jul 15, 2026 |
| Thinking Machines | thinkingmachines/Inkling | 66K | — | 66K | $1.87 | $4.68 | — | $0.37 | — | — | — | Yes | Yes | Unknown | Yes | Jul 15, 2026 |
| Thinking Machines | thinkingmachines/Inkling:peft:262144 | 262K | — | 262K | $1.87 | $4.68 | — | $0.37 | — | — | — | Yes | Yes | Unknown | Yes | Jul 15, 2026 |
| Together AI | thinkingmachines/Inkling | 524K | — | 131K | $1.00 | $4.05 | — | $0.17 | — | — | — | Yes | Yes | Yes | Yes | Jul 15, 2026 |
| Venice AI | inkling | 524K | — | 66K | $0.56 | $1.50 | — | $0.13 | — | — | — | Yes | Yes | Yes | Yes | Jul 15, 2026 |
| Vercel AI Gateway | thinkingmachines/inkling | 256K | — | 256K | $1.00 | $4.05 | — | $0.17 | — | — | — | Yes | Yes | Unknown | Yes | Jul 15, 2026 |