AI Battle > Rankings > 𝜏³-Banking: Time per Task

𝜏³-Banking: Time per Task Ranking β€” eval tau3 (2026)

Gemini 3.5 Flash-Lite by Google leads the 𝜏³-Banking: Time per Task ranking with a score of 0.46. The ranking covers 20 evaluated eval tau3 from a public dataset that AI Battle re-checks daily.

Last updated: . Source: public benchmark datasets and provider pricing, aggregated daily; 20 entries shown.

Gemini 3.5 Flash-Lite0.46Nemotron 3 Ultra 550B A55B (Reasoning)0.72Muse Spark 1.3 (xhigh)0.89Agnes 3.0 Flash0.94Muse Spark 1.3 (max)1.00MiniMax-M31.06Mistral Medium 3.51.12Gemini 3.8 Flash (high)1.20GPT-5.6 Luna (max)1.30Inkling (xhigh)1.50Muse Glimmer (high)1.56GLM-5.3-Flash1.57GPT-5.6 Terra (max)1.58GLM-5.3 (max)1.68gpt-oss-120b (high)1.76Claude Fable 5.1 (Adaptive Reasoning, Xhigh 1.77DeepSeek V4 Pro 0813 (Reasoning, Max Effort)2.04Claude Fable 5.1 (Adaptive Reasoning, Max Ef2.13GPT-5.6 Sol (max)2.33Qwen3.8 27B (xhigh)2.78
Every entry in the dataset, scaled from the smallest to the largest published value.

All 20 entries in this dataset

#EntryCreatorValueΞ” vs #1
1Gemini 3.5 Flash-LiteGoogle0.460.0%
2Nemotron 3 Ultra 550B A55B (Reasoning)NVIDIA0.7257.6%
3Muse Spark 1.3 (xhigh)Meta0.8995.2%
4Agnes 3.0 FlashSapiens AI0.94106.0%
5Muse Spark 1.3 (max)Meta1.00119.9%
6MiniMax-M3MiniMax1.06133.1%
7Mistral Medium 3.5Mistral1.12144.6%
8Gemini 3.8 Flash (high)Google1.20163.6%
9GPT-5.6 Luna (max)OpenAI1.30184.9%
10Inkling (xhigh)Thinking Machines1.50228.2%
11Muse Glimmer (high)Meta1.56242.2%
12GLM-5.3-FlashZ AI1.57244.8%
13GPT-5.6 Terra (max)OpenAI1.58245.3%
14GLM-5.3 (max)Z AI1.68267.6%
15gpt-oss-120b (high)OpenAI1.76285.2%
16Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback)Anthropic1.77287.2%
17DeepSeek V4 Pro 0813 (Reasoning, Max Effort)DeepSeek2.04347.2%
18Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback)Anthropic2.13366.4%
19GPT-5.6 Sol (max)OpenAI2.33410.0%
20Qwen3.8 27B (xhigh)Alibaba2.78509.9%

How the values are distributed

Across the 20 numeric entries in this window the median is 1.53 and the mean is 1.47, so the typical entry sits 1.07 above the leader. The window spans 0.46 to 2.78.

23443211
8 equal buckets between the smallest (0.46) and largest (2.78) value; numbers under bars are entry counts.

10 of 20 entries are at or above the median, and the top three hold 25% of the combined value β€” read it against the metric below, since a higher number is not "better" for every dataset.

Creators in this ranking

12 creators appear in this window; the three most-represented hold 45% of the entries.

CreatorEntriesHighest valueTop entry
OpenAI42.33GPT-5.6 Sol (max)
Meta31.56Muse Glimmer (high)
Anthropic22.13Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback)
Z AI21.68GLM-5.3 (max)
Google21.20Gemini 3.8 Flash (high)
Alibaba12.78Qwen3.8 27B (xhigh)
DeepSeek12.04DeepSeek V4 Pro 0813 (Reasoning, Max Effort)
Thinking Machines11.50Inkling (xhigh)
Mistral11.12Mistral Medium 3.5
MiniMax11.06MiniMax-M3
Sapiens AI10.94Agnes 3.0 Flash
NVIDIA10.72Nemotron 3 Ultra 550B A55B (Reasoning)

Where these models appear in other rankings

The same models are measured across multiple independent datasets. Aggregating the 20 entries above against every other AI Battle dataset gives this cross-section, computed by AI Battle and published nowhere upstream:

ModelDatasetsBest placements elsewhere
Gemini 3.5 Flash-Lite44#1/20 in End-to-End Response Time, #1/20 in Output Speed, #1/20 in Time per Intelligence Index Task
Nemotron 3 Ultra 550B A55B (Reasoning)46#1/12 in Artificial Analysis Openness Index: Score, #1/12 in Artificial Analysis Openness Index: Components, #3/20 in Time per Intelligence Index Task
Muse Spark 1.3 (xhigh)12#5/20 in SciCode: Score, #7/20 in GDPval-AA v2 Leaderboard, #7/20 in GDPval-AA v2: Average Turns per Task
Agnes 3.0 Flash3#1/20 in 𝜏³-Banking: Cost per Task, #7/20 in 𝜏³-Banking: Score
Muse Spark 1.3 (max)61#3/20 in AA-Briefcase Elo, #3/20 in Output Speed, #3/20 in GDPval-AA v2 Leaderboard
MiniMax-M357#1/20 in AA-Omniscience Hallucination Rate, #1/20 in 𝜏³-Banking: Output Tokens per Task, #4/20 in Pricing: Cache Hit, Input, and Output
Mistral Medium 3.541#2/20 in GDPval-AA v2: Output Tokens per Task, #3/20 in Output Tokens per Intelligence Index Task, #3/20 in Output Tokens per Intelligence Index Task
Gemini 3.8 Flash (high)60#1/11 in Speed, #1/11 in Speed, #2/20 in Output Speed
GPT-5.6 Luna (max)58#1/11 in Cost per Task, #1/11 in Cost per Task, #3/20 in Pricing: Cache Hit, Input, and Output
Inkling (xhigh)52#3/20 in Context Window, #3/20 in 𝜏³-Banking: Output Tokens per Task, #5/20 in AA-Briefcase Output Tokens per Task
Muse Glimmer (high)43#1/20 in Output Tokens per Intelligence Index Task, #1/20 in Cost per Intelligence Index Task, #1/20 in Cost per Intelligence Index Task
GLM-5.3-Flash54#1/20 in Pricing: Cache Hit, Input, and Output, #1/20 in Pricing: Cache Hit, Input, and Output, #1/20 in AA-Omniscience Index: Cost Breakdown
GPT-5.6 Terra (max)52#7/20 in AA-Briefcase Output Tokens per Task, #8/20 in Humanity's Last Exam: Output Tokens per Task, #9/20 in Output Speed
GLM-5.3 (max)57#3/20 in AA-Briefcase Tool Calls Breakdown, Avg per Task, #4/20 in GDPval-AA v2 Leaderboard, #4/20 in AA-Omniscience Hallucination Rate
gpt-oss-120b (high)39#1/20 in Cost to Run Artificial Analysis Intelligence Index, #1/20 in Cost to Run Artificial Analysis Intelligence Index, #1/20 in Humanity's Last Exam: Cost per Task
Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback)20#2/20 in Humanity's Last Exam: Score, #2/20 in AA-Omniscience Accuracy, #2/20 in AA-Briefcase Rubric Pass Rate by File Type (Normalized)
DeepSeek V4 Pro 0813 (Reasoning, Max Effort)59#3/14 in Model Size: Total and Active Parameters, #3/12 in Artificial Analysis Openness Index: Score, #3/11 in Cost per Task
Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback)36#1/20 in AA-Briefcase Elo, #1/20 in AA-Omniscience Index, #1/20 in Artificial Analysis Intelligence Index by Open Weights / Proprietary
GPT-5.6 Sol (max)56#3/20 in SciCode: Output Tokens per Task, #4/20 in 𝜏³-Banking: Output Tokens per Task, #5/20 in AA-LCR v1.1: Output Tokens per Task
Qwen3.8 27B (xhigh)43#6/20 in AA-Omniscience Hallucination Rate, #6/20 in 𝜏³-Banking: Score, #8/20 in AA-LCR v1.1: Cost per Task

Metric reference

This ranking carries the metric 𝜏³-Banking time per task from the 𝜏³-Banking: Time per Task dataset in the tab::eval-tau3 family. Units and the direction of "better" are not declared by the source dataset, so AI Battle does not invent them: values are shown exactly as published, and the ordering is the source dataset's own.

How this ranking is built

Rebuilt on from the public dataset 𝜏³-Banking: Time per Task (family tab::eval-tau3). The source lists 20 entries and all 20 are shown here. AI Battle requests the dataset's rows, keeps the ordering the source publishes, and computes only the statistics on this page: median, mean, spread, the #1–#2 gap, the creator breakdown and the raw-data file. Nothing on this page is generated text about the entries β€” the numbers come from the source.

Refresh cadence: every deploy re-pulls the dataset, so this page tracks the source's own update cycle. Corrections: see the methodology page.

Limitations

Raw data

Machine-readable copy of this table, with the statistics below and the source provenance: /data/rankings/eval-tau3-3-banking-time-per-task.json. Free to reuse with attribution to AI Battle and the source dataset.

FAQ β€” 𝜏³-Banking: Time per Task

What is the best model for 𝜏³-Banking: Time per Task in 2026?

Gemini 3.5 Flash-Lite by Google currently leads the 𝜏³-Banking: Time per Task ranking with a score of 0.46, the highest value in this dataset across eval tau3. AI Battle aggregates the dataset from its public source and re-checks it daily.

How often is the 𝜏³-Banking: Time per Task ranking updated?

The 𝜏³-Banking: Time per Task ranking is rebuilt daily from the upstream public dataset. Scores are the source dataset's own published values, so positions track whatever that source last released β€” each ranking page names the dataset it comes from.

Which models rank in the top 3 for 𝜏³-Banking: Time per Task?

The top 3 are: 1. Gemini 3.5 Flash-Lite (0.46), 2. Nemotron 3 Ultra 550B A55B (Reasoning) (0.72), 3. Muse Spark 1.3 (xhigh) (0.89).

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