Upwork vs Toptal

Upwork leads overall; Toptal still owns the premium use-case conversation. Upwork's edge comes from ChatGPT, where it scores 88 against Toptal's 70, and from dominating the startup and feature-led question themes that likely drive higher answer volume. Toptal is actually named in more answers (86% vs 83%) and beats Upwork on Claude by nearly 5 points, which is why it holds the use-case fit and budget questions where buyers are comparing specialized options. The first-pick gap tells the real story: Upwork is chosen first 63% of the time versus Toptal's 11%, meaning Toptal surfaces often but rarely as the primary recommendation.

	Upwork	Toptal
Visibility Score	77	70
Rank in category	#1	#2
Mention rate	83%	86%
#1 pick rate	63%	11%
Avg. position when named	1.8	2.9

Who each model prefers

ChatGPT

Upwork

Toptal

Claude

Upwork

Toptal

Gemini

Upwork

Toptal

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

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?	8	9	Toptal
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	9	even
Budget & alternativesWhat's the best alternative to the biggest freelance platforms?	2	8	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 September 2026; rankings change monthly. Neither brand can pay to appear here or to move the numbers. Full recipe on the methodology page.