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Benchmarks / Professional Domains

TaxEval

Vals AI's tax-law reasoning benchmark.

maintained by Vals AI · www.vals.ai · 127 observations on record

Versions

1 version
VersionTasks
TaxEval current
tax-eval

Current leaderboard

TaxEval · Accuracy · top 25 of 127 systems
7375788082
Muse Spark 1.1
79.7
Muse Spark
77.7
Claude Sonnet 4.6
77.1
Claude Fable 5
76.9
GPT 5.6 Terra
76.2
Claude Opus 4.6
76.0
Grok 3
75.9
GPT 5.2 (2025-12-11)
75.8
Grok 4 Fast Reasoning
75.7
Claude Opus 4.8
75.6
#SystemAccuracy %
1Muse Spark 1.1xhigh effort
Meta AI
79.7%
2Muse Spark
Meta AI
77.7%
3Claude Sonnet 4.6max effort
Anthropic
77.1%
4Claude Fable 5max effort
Anthropic
76.9%
5GPT 5.6 Terraxhigh effort
OpenAI
76.2%
6Claude Opus 4.6max effort
Anthropic
76.0%
7Grok 3
xAI
75.9%
8GPT 5.2 (2025-12-11)xhigh effort
OpenAI
75.8%
9Grok 4 Fast Reasoning
xAI
75.7%
10Claude Opus 4.8max effort
Anthropic
75.6%
11Claude Sonnet 5max effort
Anthropic
75.6%
12Qwen3 7 Max
Alibaba (Qwen)
75.3%
13Claude Opus 4.7max effort
Anthropic
75.3%
14GPT 5 Mini (2025-08-07)high effort
OpenAI
75.2%
15GPT 4.1 (2025-04-14)high effort
OpenAI
75.1%
16GPT 5.5 (2026-04-22)xhigh effort
OpenAI
75.0%
17GPT 5.1 (2025-11-13)high effort
OpenAI
74.9%
18Claude Opus 4.5 20251101high effort
Anthropic
74.9%
19O4 Mini (2025-04-16)high effort
OpenAI
74.8%
20GPT 5.6 Solmax effort
OpenAI
74.8%
21Qwen3 6 Plus
Alibaba
74.7%
22Kimi K2 6
Moonshot AI
74.7%
23O3 (2025-04-16)high effort
OpenAI
74.6%
24GPT 4o (2024-11-20)high effort
OpenAI
74.5%
25Gemini 3.5 Flashhigh effort
Google DeepMind
74.4%

One row per evaluated system — reasoning-effort variants rank separately.