Math AI vs Surge AI
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | Math AI | Surge AI |
|---|---|---|
| Core Purpose | Homework helper via screenshot-to-solution | Expert human feedback platform for AI training |
| Target User | Students needing instant math help | AI labs needing expert human data |
| Pricing | Free | Contact for pricing |
| Key Feature | GPT-4 Vision screenshot-to-solution | Domain expert workforce for RLHF & red teaming |
| Integrations | Chrome extension | Python SDK, REST API |
| Latest News | No recent news | New benchmarks (Riemann-bench, GDP.pdf, Antidote) |
If you need a free, quick way to solve math problems by screenshot, go with Math AI. If you are building or evaluating frontier AI models and require expert human feedback (RLHF, red teaming), Surge AI is the specialized platform—Microsoft used it to benchmark MAI-Thinking-1, and its new Riemann-bench tests extreme math where models score <10%. Choose based on whether you consume or produce AI.
Free Chrome extension that screenshots any on-screen math problem and returns a GPT-4 step-by-step solution.
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Surge AI supplies expert human RLHF data, red teaming, and public agent benchmarks like GDP.xlsx and the Tuesday Work Index to frontier
Visit WebsiteWhat real users say: Math AI vs Surge AI
Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.
Math AI
No verifiable community signal. We scanned public discussion on Jul 3, 2026 and found posts matching the name “Math AI”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.
Surge AI
46 mentions across 3 sources · 52% positive — mixed (weighted across 3 sources)
Hacker News, YouTube, Lemmy
What users praise
- • Credentialed workforce of doctors, lawyers, engineers, and writers — not open-call crowd annotators
- • HANDBOOK.md is widely cited as evidence that long-context policy adherence is genuinely hard
- • Late-2026 catalog breadth: GDP.xlsx, sudo L7, DAYJOB, Chartography, ComplexConstraints, Tuesday Work Index
- • Kimi K2.7 post-training run produced concrete gains (+20.0pp SWE-Marathon) as a public proof point
What frustrates them
- • Pricing is 'contact' only — no public tiers, no rates, frustrating for procurement and comparison
- • Benchmarks are self-published; HN commenters question methodology and potential sponsor influence
- • Independent alternatives (GDPVal-AA, Terminal-Bench 4.0, FrontierCode) erode the differentiation case
- • Gig applicant screening is brutal — YouTube reviewers warn this is 'not for everyone'
Researched Oct 14, 2026
Who should pick which
- High school student struggling with calculusPick: Math AI
Free, instant screenshot-to-solution with step-by-step breakdowns, no account needed.
- AI safety team red teaming a language modelPick: Surge AI
Access to domain experts (e.g., doctors, lawyers) for adversarial testing and RLHF data collection.
- College student checking physics homeworkPick: Math AI
Supports multiple subjects beyond math, free, and works directly in browser.
- Research lab developing benchmarks for reasoningPick: Surge AI
Specialized benchmarks like Riemann-bench and Antidote, and expert grading.
- Solo founder building an agentic AI productPick: Surge AI
Needs expert human feedback for RLHF and RL environments like EnterpriseBench.
Frequently Asked Questions
Math AI vs Surge AI: which should you choose?
If you need a free, quick way to solve math problems by screenshot, go with Math AI. If you are building or evaluating frontier AI models and require expert human feedback (RLHF, red teaming), Surge AI is the specialized platform—Microsoft used it to benchmark MAI-Thinking-1, and its new Riemann-bench tests extreme math where models score <10%. Choose based on whether you consume or produce AI.
Is Math AI free?
Yes, Math AI is completely free — no account or credit card needed.
Does Surge AI offer a free trial?
Surge AI uses contact-based pricing; no free trial mentioned. You need to reach out for a quote.
Can Math AI solve physics problems?
Yes, Math AI supports physics, chemistry, biology, and other subjects, not just math.
What are Surge AI's newest benchmarks?
As of June 2026, Surge AI introduced Riemann-bench (extreme math), GDP.pdf (PDF understanding), and Antidote (expert-graded leaderboard).
Which tool is better for students?
Math AI is better for students — it's free, easy to use, and gives instant step-by-step solutions via screenshot.
Which tool is better for AI developers?
Surge AI is designed for AI developers needing expert human feedback for RLHF, red teaming, and benchmarking.
Does Math AI work offline?
No, Math AI requires an internet connection — it uses GPT-4 Vision in the cloud.
Can Surge AI help with simple data labeling?
Surge AI is best for complex, reasoning-intensive tasks. For simple classification, other tools may be more cost-effective.
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Last reviewed: July 3, 2026