Agnes AILanguage modelActive
Agnes 2.5 Pro Theta
Agnes 2.5 Pro Theta has no overall index value yet because there are too few independent benchmark results. A provisional value from Artificial Analysis test series alone is 90.5 points.
Intelligenceprovisional, one source only
90.5Overall indexhigher is better
Only test series from Artificial Analysis, not ranked.
Speednot measured
n/ano measurement yet
PriceRank 5 of 101
Input $0.10 · Output $0.30
$0.15per 1M tokenslower is better
Contextn/a
n/atokens at once
Summary
It is cheap: $0.15 per 1M tokens (input and output blended); a typical model costs $1.50.
Agnes 2.5 Pro Theta accepts text and can read images from publicly accessible URLs. It returns text. The API supports streaming and accepts tool-calling parameters.
Available requests depend on your account and API key permissions. The API guide does not specify a context window or a maximum output length.
All benchmark results
Every published result with its source, test setup and comparison models.
Show all 14 published benchmark results
Page 1 of 2
Measurements without matching peer values
These measurements have no matching peer values under the same test conditions. Their original values and sources remain available here.
AutomationBench-AA: Overall (Show measurement, test conditions, and source)
- Source value
- 48.82260028497104
- Metric
- Objectives completed without guardrail violations
- Unit
- %
- Benchmark version
- AA private 657-task split of AutomationBench v1.0.6
- Category
- agentic
- Task
- overall
- Task label
- Overall
- Direction
- Higher is better
- Source type
- independent-evaluator
- Evaluator
- Artificial Analysis
- Status
- active
- Retrieved at
- 2026-11-09
- Methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count.. Source model ID: artificial-analysis/d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0/agnes-2-5-pro-theta/agnes-2-5-pro-theta. Source model name: Agnes 2.5 Pro Theta. Provider reported by source: Sapiens AI. Model snapshot: Agnes 2.5 Pro Theta. Evaluator: Artificial Analysis. Dataset type: artificial-analysis-evaluation. Reasoning: reasoning enabled. Score display: 48.8%. Source ID: artificial-analysis. Evidence capture ID: aa-model-page-2026-11-09-7542f902e8e4. Source payload hash: 7542f902e8e4f947d83dc15004997367540a045beb71bef86f98e77adbc6a23a. Parser version: artificial-analysis-rsc-models-v4. Imported at: 2026-11-09. Source cohort: artificial-analysis-automationbench-aa:AA private 657-task split of AutomationBench v1.0.6:v5.0.1:reasoning:effort=unspecified:suffix=unspecified
- Comparison methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count.. Reasoning: reasoning enabled
CritPt v2 (Hard Subset): Overall (Show measurement, test conditions, and source)
- Source value
- 26
- Metric
- pass@1 accuracy
- Unit
- %
- Benchmark version
- v2 hard subset, November 2026 grading
- Category
- reasoning
- Task
- overall
- Task label
- Overall
- Direction
- Higher is better
- Source type
- independent-evaluator
- Evaluator
- Artificial Analysis
- Status
- active
- Retrieved at
- 2026-11-09
- Methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count.. Source model ID: artificial-analysis/d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0/agnes-2-5-pro-theta/agnes-2-5-pro-theta. Source model name: Agnes 2.5 Pro Theta. Provider reported by source: Sapiens AI. Model snapshot: Agnes 2.5 Pro Theta. Evaluator: Artificial Analysis. Dataset type: artificial-analysis-evaluation. Reasoning: reasoning enabled. Score display: 26.0%. Source ID: artificial-analysis. Evidence capture ID: aa-model-page-2026-11-09-7542f902e8e4. Source payload hash: 7542f902e8e4f947d83dc15004997367540a045beb71bef86f98e77adbc6a23a. Parser version: artificial-analysis-rsc-models-v4. Imported at: 2026-11-09. Source cohort: artificial-analysis-critpt-v2-hard-subset:v2 hard subset, November 2026 grading:v5.0.1:reasoning:effort=unspecified:suffix=unspecified
- Comparison methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count.. Reasoning: reasoning enabled
- Context
- This is the 40-question hard subset of CritPt v2, not the full 70-question CritPt v2 run.
FrontierCode: Overall (Show measurement, test conditions, and source)
- Source value
- 16.554898989899
- Metric
- Mean score over three attempts per task
- Unit
- %
- Benchmark version
- 2.0
- Category
- coding
- Task
- overall
- Task label
- Overall
- Direction
- Higher is better
- Source type
- independent-evaluator
- Evaluator
- Artificial Analysis
- Status
- active
- Retrieved at
- 2026-11-09
- Methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count.. Source model ID: artificial-analysis/d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0/agnes-2-5-pro-theta/agnes-2-5-pro-theta. Source model name: Agnes 2.5 Pro Theta. Provider reported by source: Sapiens AI. Model snapshot: Agnes 2.5 Pro Theta. Evaluator: Artificial Analysis. Dataset type: artificial-analysis-evaluation. Reasoning: reasoning enabled. Score display: 16.6%. Source ID: artificial-analysis. Evidence capture ID: aa-model-page-2026-11-09-7542f902e8e4. Source payload hash: 7542f902e8e4f947d83dc15004997367540a045beb71bef86f98e77adbc6a23a. Parser version: artificial-analysis-rsc-models-v4. Imported at: 2026-11-09. Source cohort: artificial-analysis-frontiercode-2-0:2.0:v5.0.1:reasoning:effort=unspecified:suffix=unspecified
- Comparison methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count.. Reasoning: reasoning enabled
GDP.pdf: Overall (Show measurement, test conditions, and source)
- Source value
- 14.2
- Metric
- All-pass rate
- Unit
- %
- Benchmark version
- unspecified
- Category
- reasoning
- Task
- overall
- Task label
- Overall
- Direction
- Higher is better
- Source type
- independent-evaluator
- Evaluator
- Artificial Analysis
- Status
- active
- Retrieved at
- 2026-11-09
- Methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count.. Source model ID: artificial-analysis/d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0/agnes-2-5-pro-theta/agnes-2-5-pro-theta. Source model name: Agnes 2.5 Pro Theta. Provider reported by source: Sapiens AI. Model snapshot: Agnes 2.5 Pro Theta. Evaluator: Artificial Analysis. Dataset type: artificial-analysis-evaluation. Reasoning: reasoning enabled. Score display: 14.2%. Source ID: artificial-analysis. Evidence capture ID: aa-model-page-2026-11-09-7542f902e8e4. Source payload hash: 7542f902e8e4f947d83dc15004997367540a045beb71bef86f98e77adbc6a23a. Parser version: artificial-analysis-rsc-models-v4. Imported at: 2026-11-09. Source cohort: artificial-analysis-gdp-pdf:unspecified:v5.0.1:reasoning:effort=unspecified:suffix=unspecified
- Comparison methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count.. Reasoning: reasoning enabled
HLE-Diamond: Overall (Show measurement, test conditions, and source)
- Source value
- 16.8
- Metric
- pass@1 accuracy
- Unit
- %
- Benchmark version
- Diamond
- Category
- general
- Task
- overall
- Task label
- Overall
- Direction
- Higher is better
- Source type
- independent-evaluator
- Evaluator
- Artificial Analysis
- Status
- active
- Retrieved at
- 2026-11-09
- Methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count.. Source model ID: artificial-analysis/d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0/agnes-2-5-pro-theta/agnes-2-5-pro-theta. Source model name: Agnes 2.5 Pro Theta. Provider reported by source: Sapiens AI. Model snapshot: Agnes 2.5 Pro Theta. Evaluator: Artificial Analysis. Dataset type: artificial-analysis-evaluation. Reasoning: reasoning enabled. Score display: 16.8%. Source ID: artificial-analysis. Evidence capture ID: aa-model-page-2026-11-09-7542f902e8e4. Source payload hash: 7542f902e8e4f947d83dc15004997367540a045beb71bef86f98e77adbc6a23a. Parser version: artificial-analysis-rsc-models-v4. Imported at: 2026-11-09. Source cohort: artificial-analysis-hle-diamond:Diamond:v5.0.1:reasoning:effort=unspecified:suffix=unspecified
- Comparison methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count.. Reasoning: reasoning enabled
MMMU-Pro: Overall (Show measurement, test conditions, and source)
- Source value
- 78.4393063583815
- Metric
- pass@1 accuracy
- Unit
- %
- Benchmark version
- AA cohort: 1,730 questions
- Category
- multimodal
- Task
- overall
- Task label
- Overall
- Direction
- Higher is better
- Source type
- independent-evaluator
- Evaluator
- Artificial Analysis
- Status
- active
- Retrieved at
- 2026-11-09
- Methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count. The AA run covers 1,730 questions with ten answer options. Answers are extracted by regex and scored pass@1.. Source model ID: artificial-analysis/d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0/agnes-2-5-pro-theta/agnes-2-5-pro-theta. Source model name: Agnes 2.5 Pro Theta. Provider reported by source: Sapiens AI. Model snapshot: Agnes 2.5 Pro Theta. Evaluator: Artificial Analysis. Dataset type: artificial-analysis-evaluation. Tool policy: Ten-option multiple choice; regex answer extraction. Attempts: pass@1, one run per question. Reasoning: reasoning enabled. Score display: 78.4%. Source ID: artificial-analysis. Evidence capture ID: aa-model-page-2026-11-09-7542f902e8e4. Source payload hash: 7542f902e8e4f947d83dc15004997367540a045beb71bef86f98e77adbc6a23a. Parser version: artificial-analysis-rsc-models-v4. Imported at: 2026-11-09. Source cohort: artificial-analysis-mmmu-pro:AA cohort: 1,730 questions:standalone:reasoning:effort=unspecified:suffix=unspecified
- Comparison methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count. The AA run covers 1,730 questions with ten answer options. Answers are extracted by regex and scored pass@1.. Tool policy: Ten-option multiple choice; regex answer extraction. Attempts: pass@1, one run per question. Reasoning: reasoning enabled
- Context
- The benchmark page describes 3,460 questions in the full MMMU-Pro dataset; AA's methodology specifies a 1,730-question run.
AA-Omniscience Accuracy: Overall (Show measurement, test conditions, and source)
- Source value
- 21.333333333333336
- Metric
- AA-Omniscience Accuracy
- Unit
- %
- Benchmark version
- AA Omniscience diagnostic
- Category
- knowledge
- Task
- overall
- Task label
- Overall
- Direction
- Higher is better
- Source type
- independent-evaluator
- Evaluator
- Artificial Analysis
- Status
- active
- Retrieved at
- 2026-11-09
- Methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count. Proportion of all questions answered correctly, regardless of whether the model answers or abstains on other questions.. Source model ID: artificial-analysis/d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0/agnes-2-5-pro-theta/agnes-2-5-pro-theta. Source model name: Agnes 2.5 Pro Theta. Provider reported by source: Sapiens AI. Model snapshot: Agnes 2.5 Pro Theta. Evaluator: Artificial Analysis. Dataset type: artificial-analysis-evaluation. Attempts: AA-reported aggregate; diagnostic-specific run count is not stated on the leaderboard. Reasoning: reasoning enabled. Score display: 21.3%. Source ID: artificial-analysis. Evidence capture ID: aa-model-page-2026-11-09-7542f902e8e4. Source payload hash: 7542f902e8e4f947d83dc15004997367540a045beb71bef86f98e77adbc6a23a. Parser version: artificial-analysis-rsc-models-v4. Imported at: 2026-11-09. Source cohort: artificial-analysis-omniscience-accuracy:AA Omniscience diagnostic:standalone:reasoning:effort=unspecified:suffix=unspecified
- Comparison methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count. Proportion of all questions answered correctly, regardless of whether the model answers or abstains on other questions.. Attempts: AA-reported aggregate; diagnostic-specific run count is not stated on the leaderboard. Reasoning: reasoning enabled
- Context
- This is the separately published accuracy diagnostic, not the AA-Omniscience Index. AA identifies higher values as better.
AA-Omniscience Hallucination Rate: Overall (Show measurement, test conditions, and source)
- Source value
- 41.398305084745765
- Metric
- AA-Omniscience Hallucination Rate
- Unit
- %
- Benchmark version
- AA Omniscience diagnostic
- Category
- knowledge
- Task
- overall
- Task label
- Overall
- Direction
- Lower is better
- Source type
- independent-evaluator
- Evaluator
- Artificial Analysis
- Status
- active
- Retrieved at
- 2026-11-09
- Methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count. Proportion of incorrect answers among all non-correct responses: incorrect / (incorrect + partial answers + not attempted).. Source model ID: artificial-analysis/d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0/agnes-2-5-pro-theta/agnes-2-5-pro-theta. Source model name: Agnes 2.5 Pro Theta. Provider reported by source: Sapiens AI. Model snapshot: Agnes 2.5 Pro Theta. Evaluator: Artificial Analysis. Dataset type: artificial-analysis-evaluation. Attempts: AA-reported aggregate; diagnostic-specific run count is not stated on the leaderboard. Reasoning: reasoning enabled. Score display: 41.4%. Source ID: artificial-analysis. Evidence capture ID: aa-model-page-2026-11-09-7542f902e8e4. Source payload hash: 7542f902e8e4f947d83dc15004997367540a045beb71bef86f98e77adbc6a23a. Parser version: artificial-analysis-rsc-models-v4. Imported at: 2026-11-09. Source cohort: artificial-analysis-omniscience-hallucination-rate:AA Omniscience diagnostic:standalone:reasoning:effort=unspecified:suffix=unspecified
- Comparison methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count. Proportion of incorrect answers among all non-correct responses: incorrect / (incorrect + partial answers + not attempted).. Attempts: AA-reported aggregate; diagnostic-specific run count is not stated on the leaderboard. Reasoning: reasoning enabled
- Context
- This is the separately published hallucination-rate diagnostic, not the AA-Omniscience Index. AA identifies lower values as better.
Terminal-Bench: Overall (Show measurement, test conditions, and source)
- Source value
- 10.1010101010101
- Metric
- Task success
- Unit
- %
- Benchmark version
- 4.0
- Category
- coding
- Task
- overall
- Task label
- Overall
- Direction
- Higher is better
- Source type
- independent-evaluator
- Evaluator
- Artificial Analysis
- Status
- active
- Retrieved at
- 2026-11-09
- Methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count.. Source model ID: artificial-analysis/d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0/agnes-2-5-pro-theta/agnes-2-5-pro-theta. Source model name: Agnes 2.5 Pro Theta. Provider reported by source: Sapiens AI. Model snapshot: Agnes 2.5 Pro Theta. Evaluator: Artificial Analysis. Dataset type: artificial-analysis-evaluation. Reasoning: reasoning enabled. Score display: 10.1%. Source ID: artificial-analysis. Evidence capture ID: aa-model-page-2026-11-09-7542f902e8e4. Source payload hash: 7542f902e8e4f947d83dc15004997367540a045beb71bef86f98e77adbc6a23a. Parser version: artificial-analysis-rsc-models-v4. Imported at: 2026-11-09. Source cohort: artificial-analysis-terminal-bench-4:4.0:v5.0.1:reasoning:effort=unspecified:suffix=unspecified
- Comparison methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count.. Reasoning: reasoning enabled
Terminal-Bench-Science: Overall (Show measurement, test conditions, and source)
- Source value
- 3.8095238095238098
- Metric
- pass@1 task success rate
- Unit
- %
- Benchmark version
- 0.1.0
- Category
- reasoning
- Task
- overall
- Task label
- Overall
- Direction
- Higher is better
- Source type
- independent-evaluator
- Evaluator
- Artificial Analysis
- Status
- active
- Retrieved at
- 2026-11-09
- Methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count.. Source model ID: artificial-analysis/d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0/agnes-2-5-pro-theta/agnes-2-5-pro-theta. Source model name: Agnes 2.5 Pro Theta. Provider reported by source: Sapiens AI. Model snapshot: Agnes 2.5 Pro Theta. Evaluator: Artificial Analysis. Dataset type: artificial-analysis-evaluation. Reasoning: reasoning enabled. Score display: 3.8%. Source ID: artificial-analysis. Evidence capture ID: aa-model-page-2026-11-09-7542f902e8e4. Source payload hash: 7542f902e8e4f947d83dc15004997367540a045beb71bef86f98e77adbc6a23a. Parser version: artificial-analysis-rsc-models-v4. Imported at: 2026-11-09. Source cohort: artificial-analysis-terminal-bench-science:0.1.0:v5.0.1:reasoning:effort=unspecified:suffix=unspecified
- Comparison methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count.. Reasoning: reasoning enabled
AA-Briefcase: Overall (Show measurement, test conditions, and source)
- Source value
- 1495.96
- Metric
- AA-Briefcase Elo
- Unit
- Elo
- Benchmark version
- v1.1
- Category
- agentic
- Task
- overall
- Task label
- Overall
- Direction
- Higher is better
- Source type
- independent-evaluator
- Evaluator
- Artificial Analysis
- Status
- active
- Retrieved at
- 2026-11-09
- Methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count.. Source model ID: artificial-analysis/d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0/agnes-2-5-pro-theta/agnes-2-5-pro-theta. Source model name: Agnes 2.5 Pro Theta. Provider reported by source: Sapiens AI. Model snapshot: Agnes 2.5 Pro Theta. Evaluator: Artificial Analysis. Dataset type: artificial-analysis-evaluation. Reasoning: reasoning enabled. Source ID: artificial-analysis. Evidence capture ID: aa-model-page-2026-11-09-7542f902e8e4. Source payload hash: 7542f902e8e4f947d83dc15004997367540a045beb71bef86f98e77adbc6a23a. Parser version: artificial-analysis-rsc-models-v4. Imported at: 2026-11-09. Source cohort: artificial-analysis-aa-briefcase:v1.1:v5.0.1:reasoning:effort=unspecified:suffix=unspecified
- Comparison methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count.. Reasoning: reasoning enabled
GDPval-AA: Overall (Show measurement, test conditions, and source)
- Source value
- 1507
- Metric
- GDPval-AA Elo
- Unit
- Elo
- Benchmark version
- v2.1
- Category
- agentic
- Task
- overall
- Task label
- Overall
- Direction
- Higher is better
- Source type
- independent-evaluator
- Evaluator
- Artificial Analysis
- Status
- active
- Retrieved at
- 2026-11-09
- Methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count. 220 tasks with one run each. AA scores outcomes through pairwise panel comparisons and anchors the Elo scale at DeepSeek V4.1 Flash (Max) at 1,600.. Source model ID: artificial-analysis/d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0/agnes-2-5-pro-theta/agnes-2-5-pro-theta. Source model name: Agnes 2.5 Pro Theta. Provider reported by source: Sapiens AI. Model snapshot: Agnes 2.5 Pro Theta. Evaluator: Artificial Analysis. Dataset type: artificial-analysis-evaluation. Harness: Artificial Analysis Stirrup. Agent: Stirrup agent. Tool policy: Agentic task completion with file outputs. Attempts: 220 tasks, one run per task; panel pairwise judgments. Reasoning: reasoning enabled. Source ID: artificial-analysis. Evidence capture ID: aa-model-page-2026-11-09-7542f902e8e4. Source payload hash: 7542f902e8e4f947d83dc15004997367540a045beb71bef86f98e77adbc6a23a. Parser version: artificial-analysis-rsc-models-v4. Imported at: 2026-11-09. Source cohort: artificial-analysis-gdpval-aa:v2.1:standalone:reasoning:effort=unspecified:suffix=unspecified
- Comparison methodology
- Exact AA configuration: Agnes 2.5 Pro Theta (release agnes-2-5-pro-theta, row agnes-2-5-pro-theta, UUID d4dd600d-0d8e-4d6e-ad18-0cb8f7d6c4d0, reasoning=true, effort=not specified, suffix=not specified). This source capture does not provide an average reasoning-token count. 220 tasks with one run each. AA scores outcomes through pairwise panel comparisons and anchors the Elo scale at DeepSeek V4.1 Flash (Max) at 1,600.. Harness: Artificial Analysis Stirrup. Agent: Stirrup agent. Tool policy: Agentic task completion with file outputs. Attempts: 220 tasks, one run per task; panel pairwise judgments. Reasoning: reasoning enabled
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All specifications
Input and output
Watermarking and provenance
AI watermarking refers to invisible signals embedded in the output. Visible marks and provenance metadata are listed separately. Unknown means there is insufficient evidence for that particular field.
- AI watermarking
- Unknown
- no source
- Watermarking technique
- Not known
- no source
Licence and access
- Access
- Agnes AI documents API access. Availability and rate limits depend on the account and API key permissions.
- Source: Access
- Shutdown
- None announced
- no source
API
Prices
1 offer, prices in US dollars per 1M tokens, blended from 3 parts input and 1 part output.
| Provider | Input | Output | Cache read | Blended |
|---|---|---|---|---|
| Agnes AIdirect | $0.10 | $0.30 | $0.01 | $0.15 |
Direct price according to the developer, checked Nov 9, 2026. Open the LLM price index
Frequently asked questions about Agnes 2.5 Pro Theta
How much does Agnes 2.5 Pro Theta cost?
Through the API $0.10 per 1M input tokens and $0.30 output. That is cheap.
Agnes 2.5 Pro ThetaRank 5 of 101$0.15
MiMo V2.6 Flash$0.18
MiMo-V2.5$0.18
Muse Ember 1.0$0.20
Claude Haiku 5.5$0.20
GPT-6 Luna$0.20
GPT OSS 120B$0.20
Where can I use Agnes 2.5 Pro Theta?
Through the API. Subscription access is not documented in the available plan data.
Through the API
$0.10 input, $0.30 output per 1M tokens.
Sources and data date
Show all 14 sources
Benchmark sources at a glance
Which independent evaluators tested this model. This is coverage, not a quality ranking.
| Evaluator | Test series | Composite indices | Recorded active measurements |
|---|---|---|---|
| Artificial Analysis | 11 | 0 | 13 |
Without vendor claims and historical or disputed results; those stay labelled in the single values.