Sama alternatives

Why people look for a Sama alternative

• Score position. Sama's 7.6/10 is the lowest of the four labs compared here (Greylisting score), so buyers who weigh the overall score look at the three tools above it.
• Score gap. The three alternatives sit between 0.4 and 1.0 points above Sama (Greylisting score), with Surge AI furthest ahead at 8.6/10.
• Pricing visibility. Sama's pricing is quoted by sales (vendor-sourced), which pushes buyers to request several quotes and compare them side by side.

3 Sama alternatives at a glance

• Surge AI: highest overall score, 8.6/10
• Invisible Technologies: second highest score, 8.4/10
• Scale AI: third by score, 8.0/10

The 3 best Sama alternatives ranked

1. Surge AI: 8.6/10, compared with Sama

Label: highest overall score.

Surge AI scores 1.0 point above Sama's 7.6/10 (Greylisting score), the widest gap of the three alternatives. A buyer gains the strongest overall result in this comparison. A buyer gives up a public price list, since pricing is quoted by sales (vendor-sourced). Read the Surge AI review for the full breakdown.

2. Invisible Technologies: 8.4/10, compared with Sama

Label: second highest score.

Invisible Technologies scores 0.8 points above Sama (Greylisting score). A buyer gains a higher overall rating while staying in the managed lab model. A buyer gives up the ability to compare cost without a sales conversation, because pricing is quoted by sales (vendor-sourced). Read the Invisible Technologies review for details.

3. Scale AI: 8.0/10, compared with Sama

Label: third by score.

Scale AI scores 0.4 points above Sama (Greylisting score). In the ranking's panel data, Scale shows usage of 9 out of 25 against a value for money rating of 2.7 out of 5 among six battery completers (self-reported). A buyer gains a higher overall score. A buyer gives up some value for money confidence, given that panel figure. Read the Scale AI review for more.

How these alternatives compare with Sama

All three alternatives score above Sama on Greylisting's weighted rubric, which counts proof of results at 30%, output quality at 25%, ease of use and pricing and value at 15% each, customer support at 10% and security and compliance at 5%. The order above follows the overall score, highest first. Pricing is quoted by sales across these managed labs (vendor-sourced), so the price comparison depends on quotes,

Which Sama alternative to choose

• You want the widest score margin over Sama: Surge AI, at 8.6/10, which is 1.0 point above Sama's 7.6/10 (Greylisting score).
• You want a higher score than Sama and than Scale AI without choosing the top-ranked lab: Invisible Technologies, at 8.4/10, which is 0.8 points above Sama and 0.4 above Scale AI (Greylisting score).
• You want a lab with a documented panel value signal: Scale AI, at 8.0/10, with value for money at 2.7 out of 5 among six battery completers (self-reported).
• You weight one sub-score above the overall result: compare the sub-score tables in the Sama review and each alternative's review, because the overall 7.6/10 for Sama is a weighted average (Greylisting score).