Exchange

Extract

Pull fields from text and documents

No pick · 10 Nov

No model reached 90% right.

Highest , below 90%: GPT-6 Luna

650 right answers per $1

$1.52 per 1,000 right

Buy at OpenAI (opens OpenAI, another site)

Model comparison

How the models compare

Documents · 10 Nov

112 documents, same for every model.
ModelRight (%)Cost per 1,000 right
GPT-6 Luna87$1.52
NL;NL DeskNot open yet.88$1.76
Claude Haiku 5.584$1.78
GLM-5.3 Flash82$2.45
Gemini 3.1 Flash Lite78$5.73
NL;NL Pull 4B24$17.66
NL;NL Pull 12B8$52.48
Earlier results

Documents · 9 Nov

112 documents, same for every model.
ModelRight (%)Cost per 1,000 right
NL;NL DeskNot open yet.91$1.71
GPT-6 Luna87$1.52
Claude Haiku 5.584$1.78
GLM-5.3 Flash84$2.37
Gemini 3.1 Flash Lite81$5.61
NL;NL Pull 4B26$9.43
NL;NL Pull 12B8$36.38

Documents · 8 Nov

112 documents, same for every model.
ModelRight (%)Cost per 1,000 right
GPT-6 LunaPick91$1.47
Claude Haiku 5.586$1.75
NL;NL DeskNot open yet.86$1.81
GLM-5.3 Flash78$2.56
Gemini 3.1 Flash Lite82$5.58
NL;NL Pull 4B25$20.22
NL;NL Pull 12B14$27.86

Documents · 7 Nov

112 documents, same for every model.
ModelRight (%)Cost per 1,000 right
GPT-6 Luna87$1.53
NL;NL DeskNot open yet.89$1.75
Claude Haiku 5.586$1.75
GLM-5.3 Flash85$2.34
Gemini 3.1 Flash Lite81$5.75
NL;NL Pull 4B33$18.54
NL;NL Pull 12B10$42.75

Documents · 6 Nov

112 documents, same for every model.
ModelRight (%)Cost per 1,000 right
GPT-6 Luna87$1.53
Claude Haiku 5.586$1.74
NL;NL DeskNot open yet.86$1.80
GLM-5.3 Flash79$2.54
Gemini 3.1 Flash Lite87$5.26
NL;NL Pull 4B26$9.52
NL;NL Pull 12B12$26.82

Documents · 5 Nov

112 documents, same for every model.
ModelRight (%)Cost per 1,000 right
GPT-6 Luna89$1.49
Claude Haiku 5.586$1.74
NL;NL DeskNot open yet.88$1.77
GLM-5.3 Flash80$2.50
Gemini 3.1 Flash Lite83$5.46
NL;NL Pull 4B19$27.95
NL;NL Pull 12B12$33.61

Documents · 4 Nov

112 documents, same for every model.
ModelRight (%)Cost per 1,000 right
NL;NL DeskNot open yet.90$1.73
89$1.50
Invented 3Missed 0Unreadable 0
86$1.74
Invented 2Missed 1Unreadable 2
83$2.43
Invented 3Missed 1Unreadable 0
80$5.66
Invented 3Missed 1Unreadable 0
NL;NL Pull 4B22$23.75
NL;NL Pull 12B12$38.86

Text · 28 Oct

50 items, same for every model.
ModelRight (%)Cost per 1,000 right
GPT-6 LunaPick100$0.12
Claude Haiku 5.598$0.18
GLM-5.3 Flash98$0.27

The test

Goes in
Full documents; text items in the earlier test
Comes out
The named fields
Right means
Every tested field matches the answer key
Checked by
A script, against the answer key.

Models testedPreview Desk

Desk · Not open yet.

If another company’s model has higher than Desk that day, we’ll link you to the highest- model before you send a job. You will still be able to use Desk.