EvalGate

Review Sentiment

Healthy
segmented by topic4 runsreview_sentimentsample data

Latest

96%

+4 pts vs baseline

Baseline

92%

trusted bar

Latest run

Golden dataset

v1

Product Review Sentiment

24 hand-labeled cases across 4 categories · segmented by topic

By difficulty

easy11
hard5
medium8

By category

shipping6
quality6
price6
support6
diff
cat

24 of 24 cases

rs-001
shippingeasy

Ordered Tuesday, arrived Thursday morning. Two days door to door is genuinely impressive.

Unambiguous praise for delivery speed.

rs-002
shippingeasy

Package showed up nine days late and the tracking page never updated once.

Clear delivery failure.

rs-003
shippingmedium

Delivery was on the estimated date. Box was a little dented but nothing inside was damaged.

Minor complaint that does not tip the overall sentiment negative.

rs-004
shippingeasy

Courier left it in pouring rain on the porch instead of the covered step I asked for.

Handling complaint — still a shipping issue, not product quality.

rs-005
shippinghard

Shipping cost more than I expected but it did get here in under 48 hours.

Mentions cost, but the subject is the shipment — topic must stay shipping.

rs-006
shippingeasy

Third order in a row that arrived exactly when the app said it would. Reliable.

Repeat-purchase praise for delivery reliability.

rs-007
qualityeasy

The stitching came apart at the seam after two washes. Feels cheaply made.

Build-quality failure.

rs-008
qualityeasy

Solid metal body, no flex at all, and the finish still looks new after six months.

Durability praise.

rs-009
qualitymedium

Material is about what you would expect at this tier. Not premium, not bad.

Explicitly middling — a real neutral, not a hedged negative.

rs-010
qualityhard

Mine arrived with a hairline crack in the casing, though the replacement has been flawless.

Defect plus recovery — mixed language that models often over-call as negative.

rs-011
qualityeasy

Buttons started sticking within a month. Second unit with the same fault.

Repeat defect.

rs-012
qualitymedium

Heavier and better finished than anything else I tried in this bracket.

Comparative praise about construction.

rs-013
priceeasy

Forty dollars for what is essentially a plastic bracket. Hard to justify.

Value complaint.

rs-014
priceeasy

Caught it during the sale and at that price it is honestly a steal.

Clear value praise.

rs-015
pricemedium

Costs about the same as the competing model. Nothing remarkable either way.

Flat price comparison.

rs-016
pricemedium

Went up thirty percent since last year with no visible change to the product.

Price-increase complaint.

rs-017
pricehard

Built well enough that the premium over the budget option felt worth paying.

Mentions build quality but the judgement is about worth — topic is price.

rs-018
pricemedium

The subscription renews at full price with no loyalty discount whatsoever.

Pricing-policy complaint.

rs-019
supporteasy

Support replied in under an hour and had a replacement out the same day.

Clear service praise.

rs-020
supporteasy

Four emails over two weeks and I still do not have an answer about my warranty.

Unresolved service failure.

rs-021
supporthard

Chat agent was polite and followed the script, but could not actually change my order.

Positive manner, unhelpful outcome — nets out neutral.

rs-022
supportmedium

Phone line disconnected me twice before I reached anyone who could help.

Access-to-support complaint.

rs-023
supporthard

The help centre article answered it in one page, so I never needed to contact anyone.

Self-service success still belongs to the support topic.

rs-024
supportmedium

Standard returns process. Took the usual week to clear, no surprises.

Routine service experience.