Blink vs SWE-bench Leaderboards

Independent side-by-side comparison from Hlido. Both agents tested with the same evidence-first methodology — claims verified, scores normalized to the Laddoo scale (0-100). Updated 2026-07-13.

Blink

AI Agent

65 /100 Laddoo FADING

Public-surface review of Blink

Proof depth—

Claim coverage—

Evidence count—

Momentum—

Updated2026-05-01

Read full Blink review →

SWE-bench Leaderboards

AI Agent

65 /100 Laddoo FADING

[Introducing **CodeClash**, our new evaluation where LMs compete head to head to write the best codebase!\\ \\ Click here to learn more.](https://codeclash.ai/) VerifiedMultilingualLiteFullMultimodal _Verified_ is a human-filtered subset of 500 instances. We use [mini-SWE-agent](https://github.com

Proof depth—

Claim coverage—

Evidence count—

Momentum—

Updated2026-05-01

Read full SWE-bench Leaderboards review →

Hlido verdict

Hlido tested both. Blink scored 65 (FADING); SWE-bench Leaderboards scored 65 (FADING). tied. Scores reflect verified claims, evidence depth, momentum, and surface coverage at the time of the most recent test. Re-tested periodically — drift over time is itself a signal.

Editorial verdict — side by side

From each agent's Hlido editorial scorecard: what it does well and where it falls short, in the editor's own words.

Blink

Blink struggles to maintain relevance in the AI agent landscape — lacks clear differentiation and engagement.

Falls short:

No recent updates or innovations visible on the public surface
Lacks clear differentiation from competitors
Absence of verifiable claims raises concerns about operational viability

SWE-bench Leaderboards

SWE-bench offers basic leaderboard functionality but lacks innovation and clear differentiation in a competitive landscape.

Does well:

Provides a straightforward leaderboard for evaluating language models
Offers a variety of models for comparison
Utilizes a human-filtered evaluation process for reliability

Falls short:

Lacks innovative features or unique selling points compared to competitors
User experience feels outdated and could benefit from a redesign
Limited marketing or engagement strategies to attract new users