LLM Comparison

Claude Sonnet 5 vs Inkling: benchmark scores, pricing & comparison.

Side-by-side Claude Sonnet 5 vs Inkling comparison across SWE-bench, GPQA, HLE, Terminal-Bench, coding agent scores, token pricing, context window, and AskClash RWT. Green marks the winner on each benchmark.

Open live leaderboardClaude Sonnet 5 model pageInkling model page
Rank #7 vs #27AskClash overall scores 77.3 vs 50.7.
Pricing $3.00/$15.0 vs $1.87/$4.68Input and output token prices per 1M tokens when published.
Proprietary vs Open WeightAnthropic vs Thinking Machines Lab.

Claude Sonnet 5 vs Inkling benchmark comparison

Green cells highlight the winning model for each metric. Scores are cached from the AskClash LLM leaderboard snapshot.

MetricClaude Sonnet 5Inkling
Overall Score77.350.7
Leaderboard Rank#7#27
RWT8.5—
HLE57.446.0
GPQA91.187.9
IFEval—79.8
SWE-bench85.277.6
SWE-Pro63.2—
Terminal-Bench80.463.8
DeepSWE53.8—
OSWorld81.2—
MCP Atlas—74.1
CharXiv88.382.0
MMMU-Pro77.373.5
Input Price (per 1M tokens)$3.00$1.87
Output Price (per 1M tokens)$15.0$4.68
Context Window1M1M
Benchmarks Published118

Claude Sonnet 5 vs Inkling head-to-head charts

Claude Sonnet 5 leads 7 and Inkling leads 0 of 7 shared benchmarks. Inkling is cheaper on a defined 1M-input / 200K-output workload. Charts show only benchmarks both models publish.

Claude Sonnet 5Inkling
Overall
77.3Claude Sonnet 5
50.7Inkling
HLE
57.4Claude Sonnet 5
46.0Inkling
GPQA
91.1Claude Sonnet 5
87.9Inkling
SWE-bench
85.2Claude Sonnet 5
77.6Inkling
Terminal-Bench
80.4Claude Sonnet 5
63.8Inkling
CharXiv
88.3Claude Sonnet 5
82.0Inkling
MMMU-Pro
77.3Claude Sonnet 5
73.5Inkling
Claude Sonnet 5
Input$3.00
Output$15.0
Workload$6.00
Context1M
Inkling
Input$1.87
Output$4.68
Workload$2.81
Context1M

Workload = published cost of 1M input + 200K output tokens. Open the live leaderboard for interactive compare charts.

More Claude Sonnet 5 and Inkling comparisons

Explore how Claude Sonnet 5 and Inkling stack up against other top-ranked LLMs.

Claude Fable 5 vs Claude Sonnet 5Claude Fable 5 vs InklingGPT-5.6 Sol vs Claude Sonnet 5GPT-5.6 Sol vs InklingClaude Opus 4.8 vs Claude Sonnet 5Claude Opus 4.8 vs InklingGrok 4.5 vs Claude Sonnet 5Grok 4.5 vs InklingGPT-5.5 vs Claude Sonnet 5GPT-5.5 vs Inkling

How to read this comparison

Benchmark scores

Higher is better for all benchmark scores (SWE-bench, GPQA, HLE, Terminal-Bench, etc.). Green marks the model with the higher score.

Token pricing

Lower is better for input and output prices. Green marks the cheaper model per 1M tokens.

Coverage matters

Models with fewer disclosed benchmark cells may have inflated percentile scores. Check the benchmark cell count for context.

This comparison page is generated from the AskClash LLM leaderboard cache. Open the live leaderboard for real-time scores and interactive filtering.