Recognition Program
Contributor Rewards
We recognize high-impact contributions with monetary awards from our $100K+ funding pool. Top contributors are ranked by a transparent scoring system.
Prize Structure
| Tier | Prize per Person | Winners |
|---|---|---|
| ๐ฅTop 10 | $1,000 | 10 |
| ๐ฅTop 100 | $100 | 90 |
Total prize pool: $19,000. Awards are distributed after the submission deadline.
Scoring System
Each submitted task is scored across three dimensions. Your total contributor score determines your ranking.
Complexity
End-to-end workflows that require deep domain expertise, not single operations.
1 โ Routine
2 โ Moderate
3 โ Expert-level
Representativeness
Workflows common in real professional practice using industry-standard software.
1 โ Niche
2 โ Common
3 โ Industry-standard
Verifiability
Deterministic outputs or unambiguous rubrics that can be auto-checked.
1 โ Subjective
2 โ Rubric-based
3 โ Deterministic
Base Task Score
Scoretask = Complexity + Representativeness + VerifiabilityEach dimension is rated 1-3 by our review committee, giving a maximum of 9 points per task.
Workflow Diversity Multiplier
We encourage diverse contributions across different workflows. Tasks within the same workflow are subject to a smooth decay โ submitting 5-10 tasks per workflow is the sweet spot. Beyond 10, additional tasks from the same workflow contribute diminishing returns.
w(k) = 1 / (1 + e0.5 ยท (k - 10))where k = task index within the workflow (sorted by submission time)
Tasks 1-5
~99-95%
Full credit
Tasks 6-10
~92-50%
Gradual decay
Tasks 11+
<38%
Diminishing returns
Total Score = ฮฃworkflows ฮฃk Scoretaskk ร w(k)Your total score sums across all workflows you contribute to. Diversifying across workflows maximizes your score.
Example
Suppose Alice submits 8 tasks in the Chemistry workflow and 3 tasks in the Finance workflow, each scoring 7/9:
| Workflow | Tasks | Effective Score |
|---|---|---|
| Chemistry | 8 | 7 ร (1.00 + 0.99 + 0.98 + 0.95 + 0.92 + 0.88 + 0.82 + 0.73) = 51.9 |
| Finance | 3 | 7 ร (1.00 + 0.99 + 0.98) = 20.8 |
| Total | 11 | 72.7 |
Compared to submitting all 11 in a single workflow (effective score ~62.7), diversifying across workflows yields +16% more points.
Key Rules
Quality over quantity
A single high-scoring task (9/9) is worth more than three low-scoring tasks (3/9 each, even at full weight).
Diversify across workflows
Spreading tasks across different workflows avoids the decay penalty and maximizes your total score.
No gaming
Submitting trivially different variants of the same task will be flagged and consolidated by reviewers.
Ties broken by submission time
If contributors have the same score, earlier submissions rank higher.
Ready to Contribute?
Submit your domain expertise and earn recognition. Every high-quality task strengthens the benchmark and your ranking.
Contribute a Task