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Official vendor benches · independent evaluators · OpenRouter pricing

Model profilesv d0b1ff3

Mage-VL-Cowork

Explore Mage-VL-Cowork from Microsoft: published specifications, source-linked vendor benchmarks, independent evaluator coverage and recorded pricing when available.

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Pricing · OpenRouter

No OpenRouter pricing is recorded for this model. Missing rates are not free.

Official / vendor benchmarks

Default headline records. Own-vendor, peer-vendor and third-party provenance remain visible in evidence; configurations may differ.

Official / vendor headline scores; expand evidence for every record
Benchmark / evaluatorHeadline scoreEvidence
OSWorld-Verified (Mage 361, 50 steps)66%unknown effort
All 1 recorded result & sources

66% · raw 66.04 %

Headline · unknown effort · Own vendor

Source/record date: 2026-10-30

Harness: MAGEHybridAgent, Microsoft-reported on the released Mage-VL-Cowork checkpoint (Stage 5 online hybrid RL), two-run average (65.33 and 66.75). Effort tiers not applicable; evaluation date unpublished.

https://huggingface.co/microsoft/Mage-VL-Cowork
OSWorld-Verified (Mage 361, 50 steps) · OS87.5%unknown effort
All 1 recorded result & sources

87.5% · raw 87.5 %

Headline · unknown effort · Own vendor

Source/record date: 2026-10-30

Harness: MAGEHybridAgent, Microsoft-reported on the released Mage-VL-Cowork checkpoint (Stage 5 online hybrid RL), two-run average (65.33 and 66.75). Effort tiers not applicable; evaluation date unpublished. Domain value as printed in the card table.

https://huggingface.co/microsoft/Mage-VL-Cowork
OSWorld-Verified (Mage 361, 50 steps) · Office64.9%unknown effort
All 1 recorded result & sources

64.9% · raw 64.9 %

Headline · unknown effort · Own vendor

Source/record date: 2026-10-30

Harness: MAGEHybridAgent, Microsoft-reported on the released Mage-VL-Cowork checkpoint (Stage 5 online hybrid RL), two-run average (65.33 and 66.75). Effort tiers not applicable; evaluation date unpublished. Domain value as printed in the card table.

https://huggingface.co/microsoft/Mage-VL-Cowork
OSWorld-Verified (Mage 361, 50 steps) · Daily65%unknown effort
All 1 recorded result & sources

65% · raw 65 %

Headline · unknown effort · Own vendor

Source/record date: 2026-10-30

Harness: MAGEHybridAgent, Microsoft-reported on the released Mage-VL-Cowork checkpoint (Stage 5 online hybrid RL), two-run average (65.33 and 66.75). Effort tiers not applicable; evaluation date unpublished. Domain value as printed in the card table.

https://huggingface.co/microsoft/Mage-VL-Cowork
OSWorld-Verified (Mage 361, 50 steps) · Professional66.3%unknown effort
All 1 recorded result & sources

66.3% · raw 66.3 %

Headline · unknown effort · Own vendor

Source/record date: 2026-10-30

Harness: MAGEHybridAgent, Microsoft-reported on the released Mage-VL-Cowork checkpoint (Stage 5 online hybrid RL), two-run average (65.33 and 66.75). Effort tiers not applicable; evaluation date unpublished. Domain value as printed in the card table.

https://huggingface.co/microsoft/Mage-VL-Cowork
OSWorld-Verified (Mage 361, 50 steps) · Workflow62.7%unknown effort
All 1 recorded result & sources

62.7% · raw 62.7 %

Headline · unknown effort · Own vendor

Source/record date: 2026-10-30

Harness: MAGEHybridAgent, Microsoft-reported on the released Mage-VL-Cowork checkpoint (Stage 5 online hybrid RL), two-run average (65.33 and 66.75). Effort tiers not applicable; evaluation date unpublished. Domain value as printed in the card table.

https://huggingface.co/microsoft/Mage-VL-Cowork
OSWorld-Verified (Mage 361, 50 steps) · Mean model calls per task18.8 calls/taskunknown effort
All 1 recorded result & sources

18.8 calls/task · raw 18.77 calls/task

Headline · unknown effort · Own vendor

Source/record date: 2026-10-30

Harness: MAGEHybridAgent, Microsoft-reported on the released Mage-VL-Cowork checkpoint (Stage 5 online hybrid RL), two-run average (65.33 and 66.75). Effort tiers not applicable; evaluation date unpublished.

https://huggingface.co/microsoft/Mage-VL-Cowork
OSWorld-Verified (Mage 361, 50 steps) · Mean output tokens per task5499 tokens/taskunknown effort
All 1 recorded result & sources

5499 tokens/task · raw 5499 tokens/task

Headline · unknown effort · Own vendor

Source/record date: 2026-10-30

Harness: MAGEHybridAgent, Microsoft-reported on the released Mage-VL-Cowork checkpoint (Stage 5 online hybrid RL), two-run average (65.33 and 66.75). Effort tiers not applicable; evaluation date unpublished.

https://huggingface.co/microsoft/Mage-VL-Cowork
OSWorld-Verified (Mage 361, 50 steps) · Mean think tokens per task2482 tokens/taskunknown effort
All 1 recorded result & sources

2482 tokens/task · raw 2482 tokens/task

Headline · unknown effort · Own vendor

Source/record date: 2026-10-30

Harness: MAGEHybridAgent, Microsoft-reported on the released Mage-VL-Cowork checkpoint (Stage 5 online hybrid RL), two-run average (65.33 and 66.75). Effort tiers not applicable; evaluation date unpublished.

https://huggingface.co/microsoft/Mage-VL-Cowork

Independent evaluators

Evaluator harnesses are distinct from vendor measurements. Missing coverage is not a failed test.

No independent evaluator results are recorded for this model.

Read how we select and source scores or the comparison guide.