2026-10-20UPDATEPlatform updated: 52 models tracked across 42 independent benchmarks including CorpFin • 2026-10-20BENCHCorpFin added to benchmark suite — long credit agreement comprehension evaluations live • 2026-10-19MODELClaude Sonnet 5.5 and Opus 5.5 achieve 75.9% and 75.8% on Excel Modeling Benchmark v1.1 • 2026-10-19MODELTax Agent Bench updated: Claude Fable 5.1 (49.2%) and Gemini 4 Argon (44.6%) lead corporate tax research • 2026-10-18MODELGemini 4 Argon claims #1 rank on Finance Agent (v2) with 65.4% • 2026-10-13MODELGoogle launches Gemini 4 Argon with 1M-token output limit and native multimodal reasoning • 2026-10-06MODELAnthropic completes Claude 5.5 generation with Claude Haiku 5.5, Opus 5.5, and Sonnet 5.5 • 2026-10-20UPDATEPlatform updated: 52 models tracked across 42 independent benchmarks including CorpFin • 2026-10-20BENCHCorpFin added to benchmark suite — long credit agreement comprehension evaluations live • 2026-10-19MODELClaude Sonnet 5.5 and Opus 5.5 achieve 75.9% and 75.8% on Excel Modeling Benchmark v1.1 • 2026-10-19MODELTax Agent Bench updated: Claude Fable 5.1 (49.2%) and Gemini 4 Argon (44.6%) lead corporate tax research • 2026-10-18MODELGemini 4 Argon claims #1 rank on Finance Agent (v2) with 65.4% • 2026-10-13MODELGoogle launches Gemini 4 Argon with 1M-token output limit and native multimodal reasoning • 2026-10-06MODELAnthropic completes Claude 5.5 generation with Claude Haiku 5.5, Opus 5.5, and Sonnet 5.5 •
Leads on verification
Claude Opus 5
80.0% · Verification overall
Best forensic discovery
Claude Opus 4.7
70.5% · Forensic Reasoning
Best at document QA
GPT-5.5
81.2% · Document QA
FB Index — Overall Score10/20/2026

Top models ranked on composite FB Score across all financial reasoning benchmarks. View full list →

1Anthropic logoAnthropicClaude Opus 4.773.80%
2OpenAI logoOpenAIGPT-5.572.20%
3DeepSeek logoDeepSeekDeepSeek V4 ProOPEN70.10%
4Google logoGoogleGemini 3.1 Pro70.00%
5Anthropic logoAnthropicClaude Fable 569.80%
6Moonshot AI logoMoonshot AIKimi K2.6OPEN67.40%
7Anthropic logoAnthropicClaude Opus 566.70%
8Anthropic logoAnthropicClaude Fable 5.166.20%
9Zhipu AI logoZhipu AIGLM-5.1OPEN65.90%
10xAI logoxAIGrok 4.665.40%
11OpenAI logoOpenAIGPT-5.6 Sol65.10%
12xAI logoxAIGrok 4.365.00%
13Google logoGoogleGemini 3.8 Flash64.80%
14OpenAI logoOpenAIGPT-5.6 Luna64.60%
15Anthropic logoAnthropicClaude Sonnet 564.10%

Full leaderboard

#ModelFB Score ⓘPaveFinanceBenchFinBenFinQAConvFinQABenchmarksSourceDate
🥇
Anthropic
73.873.088.081.084.086.010 / 42FinanceBench2026-03
🥈
OpenAI
72.271.091.079.082.088.012 / 42FinanceBench2026-02
3
OpenAI
71.1*—————1 / 42VALS2026-09-16
🥉
DeepSeek
70.165.085.078.087.083.09 / 42FinanceBench2026-01
5
Google
70.069.086.085.080.082.09 / 42FinanceBench2026-01
6
OpenAI
70.0*—————1 / 42VALS2026-09-20
7
Anthropic
69.8—————25 / 42VALS2026-06-09
8
Moonshot AI
67.466.082.075.076.078.09 / 42FinanceBench2026-02
9
Anthropic
66.7—————30 / 42VALS2026-07-22
10
Anthropic
66.2—————5 / 42VALS2026-09-01
11
Zhipu AI logo GLM-5.1OPEN
Zhipu AI
65.963.079.073.074.075.07 / 42FinanceBench2026-01
12
xAI
65.4—————21 / 42VALS2026-08-12
13
OpenAI
65.1—————29 / 42VALS2026-07-09
14
xAI
65.068.084.077.078.079.09 / 42FinanceBench2026-02
15
Google
64.8—————3 / 42VALS2026-09-02
16
OpenAI
64.6—————25 / 42VALS2026-07-09
17
Anthropic
64.1—————25 / 42VALS2026-06-30
18
DeepSeek
63.7—————16 / 42VALS2026-08-13
19
Meta
63.7—————23 / 42VALS2026-08-05
20
Moonshot AI logo Kimi K3OPEN
Moonshot AI
63.4—————27 / 42VALS2026-07-16
21
Zhipu AI
63.4—————3 / 42VALS2026-08
22
DeepSeek
63.2—————19 / 42VALS2026-07-31
23
OpenAI
63.1—————25 / 42VALS2026-07-09
24
Google
63.1—————3 / 42VALS2026-10-13
25
Meta
62.8—————23 / 42VALS2026-07-09
26
Alibaba
62.2—————25 / 42VALS2026-08-03
27
Google
61.6—————22 / 42VALS2026-07-21
28
Google
61.2—————3 / 42VALS2026-08
29
Anthropic
59.4—————3 / 42VALS2026-09-22
30
OpenAI
59.3—————3 / 42VALS2026-09-03
31
MiniMax
58.762.077.071.072.073.08 / 42FinanceBench2026-01
32
Anthropic
58.4—————3 / 42VALS2026-09-18
33
Meta
58.0—————3 / 42VALS2026-09-02
34
Zhipu AI logo GLM 5.2OPEN
Zhipu AI
57.5—————20 / 42VALS2026-06-13
35
MiniMax
57.2—————5 / 42VALS2026-06
36
xAI
56.8—————25 / 42VALS2026-07-16
37
Zhipu AI logo GLM 5.3OPEN
Zhipu AI
55.3—————3 / 42VALS2026-08
38
Meta
55.1—————3 / 42VALS2026-09-02
39
DeepSeek
54.8—————3 / 42VALS2026-09-10
40
Google
53.5—————23 / 42VALS2026-07-21
41
Moonshot AI
53.5—————7 / 42VALS2026-06-12
42
Thinking Machines logo InklingOPEN
Thinking Machines
52.3—————26 / 42VALS2026-07-15
43
Thinking Machines
51.5—————24 / 42VALS2026-07-30
44
NVIDIA
46.3—————16 / 42VALS2026-06-04
45
Ant Group
45.0—————18 / 42VALS2026-07-23
46
Alibaba
39.5—————12 / 42VALS2026-06-01
47
Zhipu AI logo GLM-5.5OPEN
Zhipu AI
——————0 / 42arXiv2026-08
48
Google
——————0 / 42arXiv2026-09-24
49
Anthropic
——————0 / 42arXiv2026-10-06
50
Anthropic
——————0 / 42arXiv2026-09-15
51
OpenAI
——————0 / 42arXiv2026-09-25

Tracked Benchmarks

View all →
Pave Interchange Fee Benchmark
Forensic financial verification across 50,000 synthetic transaction records spanning four complexity levels from deterministic aggregation to strategic impact modelling.
VerificationForensic24 tasksTier 1

avae-2-0100.0
9 modelsFinanceBenchmark 2026
FinanceBench
Financial question answering over real earnings documents and financial statements.
DocumentQA150 tasksTier 2

GPT-5.591.0
8 modelsarXiv:2311.11944
FinBen
Holistic financial benchmark covering 35 tasks across 23 financial datasets.
MultiDomain35 tasksTier 3

Gemini 3.1 Pro85.0
8 modelsarXiv:2402.12659
FinQA
Numerical reasoning over financial documents requiring multi-step computation.
Numerical8,281 tasksTier 2

DeepSeek V4 Pro87.0
8 modelsarXiv:2109.00122
ConvFinQA
Multi-turn conversational financial reasoning over earnings documents.
DocumentQA3,892 tasksTier 2

GPT-5.588.0
8 modelsarXiv:2210.03849
Finance Agent Benchmark
Core financial analyst tasks and equity research evaluated using the Finance Agent (FAB v2) harness.
AgentTasksVariable tasksTier 1

Gemini 4 Argon65.4
44 modelsVALS (2026)
MultiHiertt
Numerical reasoning over multi-hierarchical tabular and textual financial data.
Numerical1,200 tasksTier 3

DeepSeek V4 Pro82.0
8 modelsarXiv:2206.01347
FinAuditing
Multi-document financial audit reasoning requiring cross-document evidence synthesis.
ForensicComplianceVariable tasksTier 3

avae-2-088.0
5 modelsarXiv:2510.08886
VALS Index
Holistic evaluation index measuring agent accuracy, reasoning, coding, and specialized domain proficiency.
VerificationNumericalVariable tasksTier 1

Claude Opus 567.2
22 modelsVALS (2026)
MortgageTax Benchmark
Evaluates financial calculations and regulatory tax computations on complex mortgage agreements.
NumericalForensicVariable tasksTier 2

Claude Opus 572.1
22 modelsVALS (2026)
TaxEval v2
Comprehensive benchmark for corporate and individual tax code interpretation and compliance reasoning.
VerificationForensicVariable tasksTier 2

Muse Spark 1.280.4
24 modelsVALS (2026)
Code Migration
Assesses code refactoring, legacy framework migration, and syntax translation accuracy.
AgentTasksVariable tasksTier 3

Claude Opus 557.5
23 modelsVALS (2026)
CyberBench
Evaluates cybersecurity defense, vulnerability discovery, and exploit mitigation.
ForensicVariable tasksTier 3

GPT-5.6 Sol88.1
11 modelsVALS (2026)
Excel Modeling Benchmark
Evaluating agents on Excel-based financial modeling and spreadsheet valuation tasks (EMB v1.1).
DocumentQAForensicVariable tasksTier 3

Claude Fable 5.176.7
44 modelsVALS (2026)
Legal Research Bench
Evaluates statutory interpretation, precedent discovery, and legal brief synthesis.
DocumentQAForensicVariable tasksTier 3

Claude Opus 555.3
22 modelsVALS (2026)
MedCode
Evaluates medical ontology mapping, ICD billing codes, and clinical software tasks.
VerificationVariable tasksTier 3

Claude Opus 563.6
20 modelsVALS (2026)
MedScribe
Clinical consultation documentation, transcription accuracy, and medical reporting.
DocumentQAVariable tasksTier 3

Claude Opus 591.0
20 modelsVALS (2026)
ProofBench v1.1
Formal mathematical theorem proving and step-by-step rigorous logical deduction.
NumericalVerificationVariable tasksTier 3

Claude Opus 599.0
13 modelsVALS (2026)
SAGE
Structured Agent Goal Execution across multi-modal tools and interactive environments.
AgentTasksVariable tasksTier 3

Kimi K354.3
17 modelsVALS (2026)
Public Benefits Bench
Evaluates civic policy compliance, public benefits eligibility, and regulatory adjudication.
VerificationForensicVariable tasksTier 3

Claude Opus 576.9
16 modelsVALS (2026)
Vibe Code Bench v1.1
Evaluates end-to-end full-stack frontend/backend generation and interactive software craftsmanship.
AgentTasksVariable tasksTier 3

Claude Fable 590.3
23 modelsVALS (2026)
Harvey's Legal Agent
Enterprise legal agent evaluation covering contract analysis, clause drafting, and risk assessment.
AgentTasksForensicVariable tasksTier 3

Muse Spark 1.225.4
22 modelsVALS (2026)
GPQA Diamond
Graduate-level Google-proof Q&A benchmark across physics, chemistry, biology, and math.
NumericalVerification198 tasksTier 2

GPT-5.6 Sol95.2
20 modelsarXiv:2311.12022
IOI
International Olympiad in Informatics algorithmic competitive programming tasks.
NumericalVariable tasksTier 3

Claude Opus 591.7
8 modelsIOI (2026)
LiveCodeBench
Contamination-free competitive programming and code completion benchmark.
AgentTasksVariable tasksTier 3

Claude Fable 589.8
19 modelsarXiv:2403.07974
LegalBench
Collaboratively built benchmark for measuring legal reasoning in large language models.
DocumentQAForensicVariable tasksTier 3

Claude Fable 588.6
21 modelsarXiv:2308.11462
MMLU Pro
Robust multi-task language understanding reasoning benchmark with reasoning-focused questions.
NumericalVerification12,000 tasksTier 2

Claude Opus 591.6
21 modelsarXiv:2406.01574
MMMU
Massive Multi-discipline Multimodal Understanding and Reasoning benchmark for expert AGI.
DocumentQANumerical11,500 tasksTier 3

Claude Opus 589.9
14 modelsarXiv:2311.16502
ProgramBench
Program synthesis and execution verification across complex algorithmic challenges.
AgentTasksVariable tasksTier 3

Claude Opus 53.0
17 modelsVALS (2026)
SkillsBench
Measures procedural tool orchestration and software skill invocation.
AgentTasksVariable tasksTier 3

Grok 4.566.0
17 modelsVALS (2026)
SWE-bench
Software engineering benchmark evaluating resolution of real-world GitHub issues.
AgentTasks2,294 tasksTier 2

Claude Opus 597.0
22 modelsarXiv:2310.06770
Terminal-Bench 2.1
Interactive Linux terminal command execution, shell debugging, and agent environment handling.
AgentTasksVariable tasksTier 3

GPT-5.6 Sol85.8
23 modelsVALS (2026)
RSI Index
Recursive Self-Improvement and recursive cognitive task orchestration index.
AgentTasksNumericalVariable tasksTier 3

Claude Opus 530.9
3 modelsVALS (2026)
Time Horizon Index
Long-horizon autonomous planning and multi-stage financial forecasting horizon.
ForensicAgentTasksVariable tasksTier 3

Claude Opus 513.7
5 modelsVALS (2026)
ReverseEngBench
Binary analysis, decompilation reasoning, and software reverse engineering.
ForensicVariable tasksTier 3

GPT-5.6 Sol30.5
4 modelsVALS (2026)
Tax Agent Bench
Evaluating agents on research-grade US corporate tax compliance and advisory questions.
ForensicAgentTasksVariable tasksTier 3

GPT-5.6 Sol68.0
25 modelsVALS (2026)
Big Finance Bench
Evaluates models on complex financial analysis tasks that require retrieval and multi-step reasoning.
ForensicDocumentQAVariable tasksTier 3

N/A-
0 modelsLLM Stats (2026)
GDPval-MM
Multimodal benchmark evaluating AI performance on economically valuable tasks across documents, spreadsheets, and diagrams.
DocumentQANumericalVariable tasksTier 3

N/A-
0 modelsarXiv:2510.04374
BankerToolBench
Evaluates models on banking and finance tool-use and API interaction workflows.
AgentTasksVariable tasksTier 3

N/A-
0 modelsLLM Stats (2026)
GDPval-Rubrics
Evaluates AI model performance on rubric-graded economically valuable knowledge work tasks.
ForensicVariable tasksTier 3

N/A-
0 modelsLLM Stats (2026)
PRBench-Finance
Professional reasoning evaluations on complex financial tasks.
NumericalForensicVariable tasksTier 3

N/A-
0 modelsLLM Stats (2026)
CorpFin
Evaluates understanding and reasoning over long-context credit agreements and complex syndicated loan documentation (CorpFin v2).
ForensicVerification134 tasksTier 2

Claude Opus 573.2
13 modelsVALS (2026)