Inkling Benchmark Details

Inkling currently shows benchmark results led by AIME 2026 (2 / 19, score 97.10), IF Bench (4 / 34, score 79.80), SWE-bench Verified (26 / 114, score 77.60). This page also compares it with 3 competitor models, including performance and pricing views when available.

Benchmark Results

Inkling

Benchmark Results

General Knowledge

2 evaluations

Benchmark / mode

Score

Rank/total

HLE

Thinking Mode

29.70

100 / 185

HLE

Thinking ModeTools

43 / 185

Other

1 evaluations

Benchmark / mode

Score

Rank/total

GPQA Diamond

Thinking Mode

87.20

71 / 226

Common Sense

1 evaluations

Benchmark / mode

Score

Rank/total

SimpleQA

Thinking Mode

43.90

17 / 47

Coding and Software Engineer

2 evaluations

Benchmark / mode

Score

Rank/total

SWE-bench Verified

Thinking ModeTools

77.60

26 / 114

SWE-Bench Pro - Public

Thinking ModeTools

54.30

35 / 59

Writing and Creative Capabilities

1 evaluations

Benchmark / mode

Score

Rank/total

Creative Writing

Standard Mode

1607.90

33 / 99

Instruction Following

1 evaluations

Benchmark / mode

Score

Rank/total

IF Bench

Thinking Mode

79.80

4 / 34

AI Agent - Information Search

1 evaluations

Benchmark / mode

Score

Rank/total

BrowseComp

Thinking ModeToolsInternet

77.10

22 / 54

Math and Reasoning

1 evaluations

Benchmark / mode

Score

Rank/total

AIME 2026

Thinking Mode

97.10

2 / 19

AI Agent - Tool Usage

3 evaluations

Benchmark / mode

Score

Rank/total

MCP-Atlas

Thinking ModeTools

74.10

25 / 40

MCP-Atlas

Thinking Level · Extra HighTools

19 / 40

Terminal-Bench 2.1

Thinking ModeTools

63.80

39 / 47

Compare with other models

Competitor Comparison

Benchmark scores for Inkling compared against top models in its class

InklingKimi K3 GLM-5.2 DeepSeek-V4-Pro

Benchmark categories:

The chart shows each model’s highest score per benchmark within the current filter. Out-of-100 benchmarks use raw heights; out-of-range benchmarks are scaled within that benchmark while labels keep the original scores.

9 benchmarks with comparable scores. Each model shows its best score; mode label is displayed below.

Benchmark	InklingCurrent	Kimi K3	GLM-5.2	DeepSeek-V4-Pro
HLE 综合评估	46.00Thinking Enabled ｜ Tools	56.00Thinking Level · High ｜ Tools	54.70Thinking Enabled ｜ Tools	48.20Thinking Level · Extra High ｜ Tools
GPQA Diamond 科学与综合推理	87.20Thinking Enabled	93.50Thinking Level · High	91.86Thinking Level · High	90.10Thinking Level · High
SWE-Bench Pro - Public 编程与软件工程	54.30Thinking Enabled ｜ Tools	--	62.10Thinking Enabled ｜ Tools	55.40Thinking Level · Extra High ｜ Tools
SWE-bench Verified 编程与软件工程	77.60Thinking Enabled ｜ Tools	--	--	80.60Thinking Level · Extra High ｜ Tools
Creative Writing 写作和创作	1607.90Standard Mode	2070.80Standard Mode	1750.90Standard Mode	1552.10Standard Mode
BrowseComp AI Agent - 信息收集	77.10Thinking Enabled ｜ Tools	91.20Thinking Level · High ｜ Tools	--	83.40Thinking Level · Extra High ｜ Tools
AIME 2026 数学推理	97.10Thinking Enabled	--	99.20Thinking Enabled	--
MCP-Atlas AI Agent - 工具使用	76.00Thinking Level · Extra High ｜ Tools	84.20Thinking Level · High ｜ Tools	76.80Thinking Enabled ｜ Tools	--
Terminal-Bench 2.1 AI Agent - 工具使用	63.80Thinking Enabled ｜ Tools	88.30Thinking Level · High ｜ Tools	81.00Thinking Level · High ｜ Tools	87.90Thinking Level · Extra High ｜ Tools

Standard API Pricing: Inkling vs. Peer Models

Shows standard text input and output pricing side by side for each model. If extended-context pricing exists, the chart keeps the base rate and explains the threshold below.

Source: DataLearnerAI. Standard text prices shown here use the default supplier.

These models use different currencies or billing units, so the page falls back to raw price values instead of a shared bar chart.

Kimi K3

Supplier: Moonshot AI

Standard input: ¥20 / 1M tokens

Standard output: ¥100 / 1M tokens

GLM-5.2

Supplier: 智谱AI

Standard input: $1.4 / 1M tokens

Standard output: $4.4 / 1M tokens

DeepSeek-V4-Pro

Supplier: DeepSeek-AI

Standard input: $0.435 / 1M tokens

Standard output: $0.87 / 1M tokens

Model	Supplier	Standard input	Standard output	Base price applies to
Kimi K3	Moonshot AI	¥20 / 1M tokens	¥100 / 1M tokens	—
GLM-5.2	智谱AI	$1.4 / 1M tokens	$4.4 / 1M tokens	—
DeepSeek-V4-Pro	DeepSeek-AI	$0.435 / 1M tokens	$0.87 / 1M tokens	—