Upwork vs Toptal

Upwork leads overall; Toptal still owns budget-conscious buyers. Upwork edges ahead despite Toptal showing up in more answers (86% vs 82%), because it converts visibility into first picks at a far higher rate: 51% of answers name it first against Toptal's 19%. Claude is the model that widens the gap most, scoring Upwork 80 against Toptal's 76, and the 'if you could pick one' question breaks cleanly for Upwork. Toptal's ground is the budget and alternatives theme, where buyers hunting for value or options hear its name more, and Gemini is the one model that actually prefers Toptal over Upwork.

	Upwork	Toptal
Visibility Score	72	71
Rank in category	#1	#2
Mention rate	82%	86%
#1 pick rate	51%	19%
Avg. position when named	2	3

Who each model prefers

ChatGPT

Upwork 72

Toptal 71

Claude

Upwork 80

Toptal 76

Gemini

Upwork 64

Toptal 65

The models split: ChatGPT prefers Upwork, Claude prefers Upwork, Gemini prefers Toptal.

The shape of the fight

Each axis is one of the 8 measured buyer questions; the further out, the more of that question's answers name the brand. Hover an axis for the raw counts. Single-axis gaps ride on 9 answers each, so read the overall shape, not one spike.

UpworkToptal

The fight, question by question

Mentions out of 9 answers per question. Click any question for the full transcripts.

Question	Upwork	Toptal	Edge
Best overallWhat's the best platform for hiring freelancers?	9	9	even
Use-case fitWe need a contract designer and a part-time developer fast. Where should we look?	9	9	even
Top tools in 2026What are the top freelance talent marketplaces in 2026?	9	9	even
Startup & small teamWhich freelancer platform is best for a startup on a budget?	9	6	Upwork
Enterprise pickWhich freelance talent platform should a large enterprise standardize on, considering security, compliance, and scale?	9	9	even
Feature-led askI need ongoing freelance marketing help, not a one-off gig. What do you recommend?	5	3	Upwork
If you could pick oneIf you could only use one freelance marketplace, which one and why?	9	8	Upwork
Budget & alternativesWhat's the best alternative to the biggest freelance platforms?	0	9	Toptal

Open this matchup in the compare tool → · Upwork brand report · Toptal brand report

Measured from 72 fresh answers collected from the models' production APIs in July 2026; rankings change monthly. Neither brand can pay to appear here or to move the numbers. Full recipe on the methodology page.