Inkling specs, prices, where it runs and its benchmark standing

Name: Inkling
Author: Thinky

open weights · top 10 on 0 of 10 · released Jul 15, 2026

Provider: Thinky
Release date: Jul 15, 2026; Boards
Parameters: 952B total; Hugging Face
Modalities: Text, Image, Audio to Text; OpenRouter
License: Apache 2.0; Hugging Face
Context window: 524K tokens; OpenRouter
Hosting: OpenRouter · self-host: weights on Hugging Face
Hardware: Estimate: about 1905 GB of weights as published (BF16), about 952 GB at 8-bit, about 476 GB at 4-bit, plus memory for the context; Hugging Face config
Weights: Open weights
Benchmarks: 10 boards captured

Rank	Board	Category	Score	Of
16	SWE-Bench ProCoding · as “Inkling (mini-swe-agent) xhigh”	Coding	56.9%	18
20	MCP AtlasAgents and tools · as “Inkling (xHigh)”	Agents and tools	76.0%	37
30	AA SpeedSpeed · as “Inkling (xhigh)” Unverified	Speed	8 tok/s	43
37	AA IntelligenceReasoning · as “Inkling (Xhigh)”	Reasoning	12.5	50
46	ARC-AGI-2Reasoning · as “Inkling”	Reasoning	36.5%	92
49	LiveBenchReasoning · as “inkling-xhigh”	Reasoning	71.9%	64
57	GPQA DiamondReasoning · as “Inkling_xhigh”	Reasoning	88.3%	100
69	Epoch ECIReasoning · as “Inkling”	Reasoning	148.4	100
75	Text ArenaChat · as “Inkling”	Chat	1,443	84
79	WebDev ArenaCoding · as “Inkling”	Coding	1,415	82

Category ranks, more models and catalog changes

Facts