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Open weights model

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Released July 2026

Inkling Small API Provider Benchmarking & Analysis

Model Comparison

This analysis is intended to support you in choosing the best API provider of Inkling Small for your use-case.

Lowest Time per Task

#1
DeepInfraDeepInfra
4.3 min
#2
Thinking MachinesThinking Machines
8.0 min

Time per Intelligence Index task (minutes)

Total 2 providers

Lowest Cost per Task

#1
Thinking MachinesThinking Machines
$0.20
#2
DeepInfraDeepInfra
$0.29

Cost per Intelligence Index task

Total 2 providers

Inkling Small is available through 2 API providers, each offering different performance characteristics and pricing. Below is a comparison of the key metrics across providers.

  • For time per task, DeepInfra (4.3 min) and Thinking Machines (8.0 min) finish an Intelligence Index task fastest.
  • For cost per task, Thinking Machines ($0.20) and DeepInfra ($0.29) are the cheapest per Intelligence Index task.
Inference time (minutes) per Intelligence Index task · Lower is better
Weighted average cost (USD) per Intelligence Index task · Lower is better

Pricing

Cost per Intelligence Index Task: Inkling Small

Weighted average cost (USD) per Intelligence Index task · Segmented by token type · Lower is better

Pricing: Cache Hit, Input, and Output: Inkling Small

Price (USD per M Tokens) · Lower is better

Output Speed vs. Cost per Task: Inkling Small

Output speed: output tokens divided by total request time, including time to first token · Weighted average cost (USD) per Intelligence Index task
Most attractive quadrant
Pareto line

Speed

Average of the single-request and multi-turn agentic workloads measured

Time per Intelligence Index Task: Inkling Small

Output tokens divided by end-to-end output speed (minutes per Intelligence Index task) · Lower is better

Latency

Average of the single-request and multi-turn agentic workloads measured

Time to First Answer Token: Inkling Small

Seconds until the first answer token after any reasoning · Average of the single-request and multi-turn agentic workloads measured · Lower is better

Reliability

Share of requests the endpoint failed, across all the single-request and multi-turn agentic workloads measured

Endpoint Error Rate: Inkling Small

Share of requests the endpoint failed with an error, a rate limit or a timeout · Across all the single-request and multi-turn agentic workloads measured · Lower is better

Caching

Cache Hit Rate: Inkling Small

Median across multi-turn agentic session runs in the last four weeks, updated Oct 26, 2026 · Higher is better

Cost per Task vs. Cache Hit Rate: Inkling Small

Weighted average cost (USD) per Intelligence Index task · Cache hit rate: median of the last four weeks, updated Oct 26, 2026
Most attractive quadrant
Pareto line

Key Comparison Metrics & API Features

DeepInfra logoDeepInfra
$0.29
4.2
47.37
2.8%
524k
Open
Thinking Machines logoThinking Machines
$0.20
7.8
28.56
1.1%
256k
Open

Frequently Asked Questions

Common questions about Inkling Small providers