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tinytool.io/run/customer-feedback
reviews_q4_2025.json98% Uploaded
Claude Opus 4.5
Complex reasoning
Quality Score9.5
Time: 0.8s
GPT 5.2
General purpose
Quality Score9.3
Time: 1.1s

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Live Activity
Live
12,842
Tests completed today
-$1,240
Avg. daily savings
+18%
Quality gain
tinytool / workflows / feedback
Input: JSON
[ { "user": "Sarah K.", "comment": "Love the new UI but the export button is hidden. Also it's slow." }, { "user": "Mike R.", "comment": "Pricing is too high for small teams. Feature X is great though." } ]
GPT-5
Latency: 1.2s

Users appreciate the UI and Feature X. Major pain points: hidden export button, performance issues, and high pricing for SMBs.

94% Match
Claude 4.5
Latency: 0.9s

Summary: UI positive; Export UX/Speed negative. Pricing feedback: negative. Key feature mention: Feature X.

92% Match
Cost Comparison
$0.002$0.04595% Saved

Why teams choose TinyTool

Speed, simplicity, and results you can trust

90%
faster than manual testing
5 min
average time to answer
500+
beta users

How it works

Three simple steps to find your perfect AI tool

1
30 seconds

Upload Your Data

Upload actual files from your workflow. No signups or credit cards required.

2
3 minutes

Compare Models

We run your data through top AI models simultaneously. See results side-by-side.

3
Instant

Make Your Decision

Quality scores, cost, and speed metrics help you pick the perfect model.

The TinyTool Difference

Stop wasting time. Start making decisions.

The Old Way
Sign up for 5 different AI tools
Upload your data 5 separate times
Compare results manually in Excel
Takes 4+ hours of your time
The TinyTool Way
Upload your data once
We compare 5+ models automatically
See side-by-side results instantly
Get your answer in under 5 minutes

Real data, real metrics.

Stop reading benchmarks. Start seeing how tools perform for you.

Benchmark: Customer Feedback Analysis

Verified API results
AI ToolQuality ScoreLatencyCost/1k tokensTime to ResultWinner?
Claude Opus 4.5Complex reasoning
9.5/10
0.8s$0.0302 min 45s—
Claude Sonnet 4.5Creativity & coding
9.4/10
0.9s$0.0282 min 52s
Top Choice
GPT 5.2General purpose
9.3/10
1.1s$0.0423 min 15s—
Gemini 3 ProContext window
9.1/10
1.3s$0.0243 min 45s—
Gemini 3 FlashSpeed & efficiency
8.8/10
0.6s$0.0152 min 20s—

Don't trust our numbers. Run your own comparison.

Beta tester results

See what 500+ beta users discovered

"We compared 8 AI models in 5 minutes. Saved us weeks of manual testing."

Sarah Chen
CTO at TechFlow AI
Saved 40 hours/month

"Finally, a tool that lets us test with real data instead of marketing demos."

Marcus Johnson
Lead Developer at ScaleUp Labs
Confident in our AI stack choice

"TinyTool made it obvious which model was best for our use case. We switched from GPT to Claude and quality improved 23%."

Elena Rodriguez
Product Manager at DataDriven Inc
23% quality improvement

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