APEX-Agents-AA
AA · Professional reasoning · Objective
Long-horizon agentic task completion.
Rank #1 · Source label: Gemini 3.5 Flash (High)
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Artificial Analysis
- Raw value
- 47.1%
- Percentile
- 100%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Artificial Analysis public leaderboard field `apexAgents`.
100% percentile inside its fair comparison set47.1%Raw benchmark value
Text Arena · Expert
AR · Professional reasoning · Human
Observed user preference in Arena's Text Arena expert leaderboard.
Rank #54 · Source label: gemini-3.5-flash-high
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Arena
- Raw value
- 1,492
- Percentile
- 83.8%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Arena leaderboard dataset row `gemini-3.5-flash-high`. Category: expert. Source rank: #55. Votes: 5554. Organization: google. License: Proprietary.
83.8% percentile inside its fair comparison set1,492Raw benchmark valueCI 1,484 - 1,501
Text Arena · Industry Business And Management And Financial Operations
AR · Professional reasoning · Human
Observed user preference in Arena's Text Arena industry_business_and_management_and_financial_operations leaderboard.
Rank #39 · Source label: gemini-3.5-flash-high
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Arena
- Raw value
- 1,468
- Percentile
- 89.7%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Arena leaderboard dataset row `gemini-3.5-flash-high`. Category: industry_business_and_management_and_financial_operations. Source rank: #41. Votes: 9392. Organization: google. License: Proprietary.
89.7% percentile inside its fair comparison set1,468Raw benchmark valueCI 1,461 - 1,475
Text Arena · Industry Entertainment And Sports And Media
AR · Professional reasoning · Human
Observed user preference in Arena's Text Arena industry_entertainment_and_sports_and_media leaderboard.
Rank #24 · Source label: gemini-3.5-flash-medium
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Arena
- Raw value
- 1,457
- Percentile
- 93.9%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Arena leaderboard dataset row `gemini-3.5-flash-medium`. Category: industry_entertainment_and_sports_and_media. Source rank: #24. Votes: 12051. Organization: google. License: Proprietary.
93.9% percentile inside its fair comparison set1,457Raw benchmark valueCI 1,451 - 1,464
Text Arena · Industry Legal And Government
AR · Professional reasoning · Human
Observed user preference in Arena's Text Arena industry_legal_and_government leaderboard.
Rank #30 · Source label: gemini-3.5-flash-medium
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Arena
- Raw value
- 1,484
- Percentile
- 91.7%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Arena leaderboard dataset row `gemini-3.5-flash-medium`. Category: industry_legal_and_government. Source rank: #31. Votes: 3837. Organization: google. License: Proprietary.
91.7% percentile inside its fair comparison set1,484Raw benchmark valueCI 1,474 - 1,494
Text Arena · Industry Life And Physical And Social Science
AR · Professional reasoning · Human
Observed user preference in Arena's Text Arena industry_life_and_physical_and_social_science leaderboard.
Rank #27 · Source label: gemini-3.5-flash-medium
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Arena
- Raw value
- 1,496
- Percentile
- 93%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Arena leaderboard dataset row `gemini-3.5-flash-medium`. Category: industry_life_and_physical_and_social_science. Source rank: #28. Votes: 7797. Organization: google. License: Proprietary.
93% percentile inside its fair comparison set1,496Raw benchmark valueCI 1,489 - 1,504
Text Arena · Industry Mathematical
AR · Professional reasoning · Human
Observed user preference in Arena's Text Arena industry_mathematical leaderboard.
Rank #33 · Source label: gemini-3.5-flash-medium
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Arena
- Raw value
- 1,488
- Percentile
- 91%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Arena leaderboard dataset row `gemini-3.5-flash-medium`. Category: industry_mathematical. Source rank: #34. Votes: 2681. Organization: google. License: Proprietary.
91% percentile inside its fair comparison set1,488Raw benchmark valueCI 1,476 - 1,501
Text Arena · Industry Medicine And Healthcare
AR · Professional reasoning · Human
Observed user preference in Arena's Text Arena industry_medicine_and_healthcare leaderboard.
Rank #38 · Source label: gemini-3.5-flash-medium
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Arena
- Raw value
- 1,487
- Percentile
- 89.3%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Arena leaderboard dataset row `gemini-3.5-flash-medium`. Category: industry_medicine_and_healthcare. Source rank: #38. Votes: 3438. Organization: google. License: Proprietary.
89.3% percentile inside its fair comparison set1,487Raw benchmark valueCI 1,476 - 1,498
Text Arena · Industry Software And It Services
AR · Professional reasoning · Human
Observed user preference in Arena's Text Arena industry_software_and_it_services leaderboard.
Rank #52 · Source label: gemini-3.5-flash-high
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Arena
- Raw value
- 1,501
- Percentile
- 86.4%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Arena leaderboard dataset row `gemini-3.5-flash-high`. Category: industry_software_and_it_services. Source rank: #55. Votes: 19374. Organization: google. License: Proprietary.
86.4% percentile inside its fair comparison set1,501Raw benchmark valueCI 1,496 - 1,507
Text Arena · Industry Writing And Literature And Language
AR · Professional reasoning · Human
Observed user preference in Arena's Text Arena industry_writing_and_literature_and_language leaderboard.
Rank #18 · Source label: gemini-3.5-flash-high
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Arena
- Raw value
- 1,474
- Percentile
- 95.5%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Arena leaderboard dataset row `gemini-3.5-flash-high`. Category: industry_writing_and_literature_and_language. Source rank: #18. Votes: 12663. Organization: google. License: Proprietary.
95.5% percentile inside its fair comparison set1,474Raw benchmark valueCI 1,467 - 1,480
Text Arena · Expert · No Style Control
AR · Professional reasoning · Human
Observed user preference in Arena's Text Arena expert leaderboard.
Rank #30 · Source label: gemini-3.5-flash-high
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Arena
- Raw value
- 1,495
- Percentile
- 91.1%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Arena leaderboard dataset row `gemini-3.5-flash-high`. Category: expert. Source rank: #31. Votes: 5554. Organization: google. License: Proprietary.
91.1% percentile inside its fair comparison set1,495Raw benchmark valueCI 1,486 - 1,503
Text Arena · Industry Business And Management And Financial Operations · No Style Control
AR · Professional reasoning · Human
Observed user preference in Arena's Text Arena industry_business_and_management_and_financial_operations leaderboard.
Rank #22 · Source label: gemini-3.5-flash-high
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Arena
- Raw value
- 1,467
- Percentile
- 94.3%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Arena leaderboard dataset row `gemini-3.5-flash-high`. Category: industry_business_and_management_and_financial_operations. Source rank: #23. Votes: 9392. Organization: google. License: Proprietary.
94.3% percentile inside its fair comparison set1,467Raw benchmark valueCI 1,461 - 1,474
Text Arena · Industry Entertainment And Sports And Media · No Style Control
AR · Professional reasoning · Human
Observed user preference in Arena's Text Arena industry_entertainment_and_sports_and_media leaderboard.
Rank #17 · Source label: gemini-3.5-flash-medium
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Arena
- Raw value
- 1,459
- Percentile
- 95.7%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Arena leaderboard dataset row `gemini-3.5-flash-medium`. Category: industry_entertainment_and_sports_and_media. Source rank: #17. Votes: 12051. Organization: google. License: Proprietary.
95.7% percentile inside its fair comparison set1,459Raw benchmark valueCI 1,452 - 1,466
Text Arena · Industry Legal And Government · No Style Control
AR · Professional reasoning · Human
Observed user preference in Arena's Text Arena industry_legal_and_government leaderboard.
Rank #20 · Source label: gemini-3.5-flash-medium
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Arena
- Raw value
- 1,488
- Percentile
- 94.6%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Arena leaderboard dataset row `gemini-3.5-flash-medium`. Category: industry_legal_and_government. Source rank: #20. Votes: 3837. Organization: google. License: Proprietary.
94.6% percentile inside its fair comparison set1,488Raw benchmark valueCI 1,477 - 1,498
Text Arena · Industry Life And Physical And Social Science · No Style Control
AR · Professional reasoning · Human
Observed user preference in Arena's Text Arena industry_life_and_physical_and_social_science leaderboard.
Rank #21 · Source label: gemini-3.5-flash-high
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Arena
- Raw value
- 1,495
- Percentile
- 94.7%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Arena leaderboard dataset row `gemini-3.5-flash-high`. Category: industry_life_and_physical_and_social_science. Source rank: #21. Votes: 8006. Organization: google. License: Proprietary.
94.7% percentile inside its fair comparison set1,495Raw benchmark valueCI 1,488 - 1,502
Text Arena · Industry Mathematical · No Style Control
AR · Professional reasoning · Human
Observed user preference in Arena's Text Arena industry_mathematical leaderboard.
Rank #22 · Source label: gemini-3.5-flash-medium
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Arena
- Raw value
- 1,493
- Percentile
- 94.1%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Arena leaderboard dataset row `gemini-3.5-flash-medium`. Category: industry_mathematical. Source rank: #22. Votes: 2681. Organization: google. License: Proprietary.
94.1% percentile inside its fair comparison set1,493Raw benchmark valueCI 1,481 - 1,505
Text Arena · Industry Medicine And Healthcare · No Style Control
AR · Professional reasoning · Human
Observed user preference in Arena's Text Arena industry_medicine_and_healthcare leaderboard.
Rank #21 · Source label: gemini-3.5-flash-high
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Arena
- Raw value
- 1,482
- Percentile
- 94.2%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Arena leaderboard dataset row `gemini-3.5-flash-high`. Category: industry_medicine_and_healthcare. Source rank: #21. Votes: 3559. Organization: google. License: Proprietary.
94.2% percentile inside its fair comparison set1,482Raw benchmark valueCI 1,472 - 1,493
Text Arena · Industry Software And It Services · No Style Control
AR · Professional reasoning · Human
Observed user preference in Arena's Text Arena industry_software_and_it_services leaderboard.
Rank #25 · Source label: gemini-3.5-flash-high
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Arena
- Raw value
- 1,494
- Percentile
- 93.6%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Arena leaderboard dataset row `gemini-3.5-flash-high`. Category: industry_software_and_it_services. Source rank: #25. Votes: 19374. Organization: google. License: Proprietary.
93.6% percentile inside its fair comparison set1,494Raw benchmark valueCI 1,488 - 1,499
Text Arena · Industry Writing And Literature And Language · No Style Control
AR · Professional reasoning · Human
Observed user preference in Arena's Text Arena industry_writing_and_literature_and_language leaderboard.
Rank #15 · Source label: gemini-3.5-flash-high
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Arena
- Raw value
- 1,477
- Percentile
- 96.3%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Arena leaderboard dataset row `gemini-3.5-flash-high`. Category: industry_writing_and_literature_and_language. Source rank: #15. Votes: 12663. Organization: google. License: Proprietary.
96.3% percentile inside its fair comparison set1,477Raw benchmark valueCI 1,471 - 1,484
Vals Index
VALS-AI · Professional reasoning · Combined
Weighted model performance across economically relevant Vals tasks.
Rank #32 · Source label: google/gemini-3.5-flash
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Vals AI
- Raw value
- 45
- Percentile
- 22.5%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Vals AI BenchmarkView overall scores. Vals slug: vals_index; provider: Google.
22.5% percentile inside its fair comparison set45Raw benchmark valueCI 43 - 47
Legal Research Bench
VALS-AI · Professional reasoning · Objective
Applied legal research tasks.
Rank #37 · Source label: google/gemini-3.5-flash
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Vals AI
- Raw value
- 30.8%
- Percentile
- 47.1%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Vals AI BenchmarkView overall scores. Vals slug: legal_research; provider: Google.
47.1% percentile inside its fair comparison set30.8%Raw benchmark valueCI 24.5% - 37.1%
Harvey's Legal Agent Benchmark
VALS-AI · Professional reasoning · Objective
Completing legal work with documents, spreadsheets, presentations, and file-system tools.
Rank #39 · Source label: google/gemini-3.5-flash
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Vals AI
- Raw value
- 2.5%
- Percentile
- 44.9%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Vals AI BenchmarkView overall scores. Vals slug: hlab; provider: Google.
44.9% percentile inside its fair comparison set2.5%Raw benchmark valueCI 0.9% - 4.1%
LegalBench
VALS-AI · Professional reasoning · Objective
Academic legal reasoning tasks.
Rank #51 · Source label: google/gemini-3.5-flash
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Vals AI
- Raw value
- 83.6%
- Percentile
- 63%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Vals AI BenchmarkView overall scores. Vals slug: legal_bench; provider: Google.
63% percentile inside its fair comparison set83.6%Raw benchmark valueCI 81.9% - 85.3%
Finance Agent v2
VALS-AI · Professional reasoning · Objective
Core financial analyst tasks for agentic models.
Rank #10 · Source label: google/gemini-3.5-flash
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Vals AI
- Raw value
- 57.9%
- Percentile
- 87%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Vals AI BenchmarkView overall scores. Vals slug: fabv2; provider: Google.
87% percentile inside its fair comparison set57.9%Raw benchmark valueCI 57.4% - 58.3%
MedCode
VALS-AI · Professional reasoning · Objective
Medical billing support and coding tasks.
Rank #6 · Source label: google/gemini-3.5-flash
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Vals AI
- Raw value
- 55.8%
- Percentile
- 94.7%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Vals AI BenchmarkView overall scores. Vals slug: medcode; provider: Google.
94.7% percentile inside its fair comparison set55.8%Raw benchmark valueCI 51.7% - 60%
MedScribe
VALS-AI · Professional reasoning · Objective
Administrative documentation support for doctors.
Rank #67 · Source label: google/gemini-3.5-flash
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Vals AI
- Raw value
- 76.6%
- Percentile
- 31.3%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Vals AI BenchmarkView overall scores. Vals slug: medscribe; provider: Google.
31.3% percentile inside its fair comparison set76.6%Raw benchmark valueCI 72.8% - 80.3%
SAGE
VALS-AI · Professional reasoning · Objective
Student Assessment with Generative Evaluation.
Rank #18 · Source label: google/gemini-3.5-flash
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Vals AI
- Raw value
- 49.9%
- Percentile
- 79%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Vals AI BenchmarkView overall scores. Vals slug: sage; provider: Google.
79% percentile inside its fair comparison set49.9%Raw benchmark valueCI 43.1% - 56.6%
Public Benefits Bench
VALS-AI · Professional reasoning · Objective
Answering SNAP benefits questions across the public-benefits lifecycle.
Rank #29 · Source label: google/gemini-3.5-flash
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Vals AI
- Raw value
- 59.5%
- Percentile
- 37.8%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Vals AI BenchmarkView overall scores. Vals slug: public-benefits-bench; provider: Google.
37.8% percentile inside its fair comparison set59.5%Raw benchmark valueCI 57% - 62%
SkillsBench
VALS-AI · Professional reasoning · Objective
Applied professional skills tasks.
Rank #17 · Source label: google/gemini-3.5-flash
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Vals AI
- Raw value
- 52.7%
- Percentile
- 51.5%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Vals AI BenchmarkView overall scores. Vals slug: skillsbench; provider: Google.
51.5% percentile inside its fair comparison set52.7%Raw benchmark valueCI 44% - 61.5%
TaxEval v2
VALS-AI · Professional reasoning · Objective
Answer quality on tax questions and responses.
Rank #37 · Source label: google/gemini-3.5-flash
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Vals AI
- Raw value
- 74.4%
- Percentile
- 72.1%
- Last updated
- recent
- Eligibility
- headline eligible
Parsed from Vals AI BenchmarkView overall scores. Vals slug: tax_eval_v2; provider: Google.
72.1% percentile inside its fair comparison set74.4%Raw benchmark valueCI 72.7% - 76%
Data analysis
LB · Professional reasoning · Objective
Structured data manipulation and table reasoning accuracy.
Rank #59 · Source label: gemini-3.5-flash-high
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- LiveBench
- Raw value
- 64.9%
- Percentile
- 10.8%
- Last updated
- stale
- Eligibility
- headline eligible
Derived from the official LiveBench website leaderboard table. Category: Data Analysis. Tasks scored: 3.
10.8% percentile inside its fair comparison set64.9%Raw benchmark value
Overall
LB · Professional reasoning · Objective
Average objective performance across LiveBench's current public category mix.
Rank #39 · Source label: gemini-3.5-flash-high
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- LiveBench
- Raw value
- 74.6%
- Percentile
- 41.5%
- Last updated
- stale
- Eligibility
- headline eligible
Derived from the official LiveBench website leaderboard table. Category averages included: 7.
41.5% percentile inside its fair comparison set74.6%Raw benchmark value
Consecutive events
LB · Professional reasoning · Objective
Objective consecutive events score in LiveBench.
Rank #60 · Source label: gemini-3.5-flash-high
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- LiveBench
- Raw value
- 48%
- Percentile
- 9.2%
- Last updated
- stale
- Eligibility
- headline eligible
Derived from the official LiveBench website leaderboard table. Task: consecutive_events. Category: Data Analysis.
9.2% percentile inside its fair comparison set48%Raw benchmark value
Table join
LB · Professional reasoning · Objective
Objective table join score in LiveBench.
Rank #19 · Source label: gemini-3.5-flash-high
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- LiveBench
- Raw value
- 50.5%
- Percentile
- 72.3%
- Last updated
- stale
- Eligibility
- headline eligible
Derived from the official LiveBench website leaderboard table. Task: tablejoin. Category: Data Analysis.
72.3% percentile inside its fair comparison set50.5%Raw benchmark value
Table reformat
LB · Professional reasoning · Objective
Objective table reformat score in LiveBench.
Rank #54 · Source label: gemini-3.5-flash-high
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- LiveBench
- Raw value
- 96.1%
- Percentile
- 20%
- Last updated
- stale
- Eligibility
- headline eligible
Derived from the official LiveBench website leaderboard table. Task: tablereformat. Category: Data Analysis.
20% percentile inside its fair comparison set96.1%Raw benchmark value
Public Benefits Bench v1
VALS-AI · Professional reasoning · Objective
Answering public-benefits questions across the benefits lifecycle.
Rank #5 · Source label: google/gemini-3.5-flash
verified runtimeexact alias
Raw row drilldownsource row, percentile, last updated, eligibility
- Source
- Vals AI
- Raw value
- 58%
- Percentile
- 66.7%
- Last updated
- stale
- Eligibility
- headline eligible
Parsed from Vals AI BenchmarkView overall scores. Vals slug: public-benefits-bench-v1; provider: Google.
66.7% percentile inside its fair comparison set58%Raw benchmark valueCI 55.5% - 60.5%