DeepSeek V4.1 Flash vs Qwen3.8 Flash
Same documents, same prompt: where each model is right, what it really costs and how fast it answers.
At a glance
| Task · documents | English (US) | Czech | German | Spanish | French |
|---|---|---|---|---|---|
| Invoice extraction | 99.4% / 82.4% | 99.9% / 91.8% | 99.5% / 93.5% | 98.3% / 87.9% | 99.4% / 90.6% |
| Email triage | 97.6% / 97.5% | 97.4% / 98.5% | 96.3% / 97.9% | — | — |
| Personal data detection | 99.6% / 99.2% | 99.7% / 97.0% | 99.8% / 99.6% | — | — |
| Contract clauses | 100.0% / 95.1% | 100.0% / 99.9% | 97.2% / 98.0% | — | — |
Correct fields: DeepSeek V4.1 Flash / Qwen3.8 Flash; the better one in bold. Click a cell to see the details.
Invoice extraction · English (US) (150 documents)
DeepSeek V4.1 Flash is more accurate by 17 pp. DeepSeek V4.1 Flash is 2.2× cheaper.
| Metric | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Correct fields | 99.4% | 82.4% |
| Error-free documents | 93% | 57% |
| Per 1,000 documents | $0.52 | $1.15 |
| To fix / 1,000 | 67 | 427 |
| Speed (median) | 5.7 sec | 17.4 sec |
| Valid answers | 100.0% | 90.7% |
Accuracy per field
| Field | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Supplier | 100.0% | 85.3% |
| Supplier ID (EIN, IČO…) | 100.0% | 88.7% |
| Invoice number | 100.0% | 85.3% |
| Payment reference | 96.7% | 79.3% |
| Invoice date | 100.0% | 85.3% |
| Due date | 100.0% | 85.3% |
| Net by tax rate | 100.0% | 70.0% |
| Tax by rate | 100.0% | 76.0% |
| Total | 100.0% | 85.3% |
| Currency | 99.3% | 84.0% |
| Bank account | 97.3% | 81.3% |
Documents where they differ
- Eagle Partners Co. · 4272 · Clean image · DeepSeek V4.1 Flash 11/11, Qwen3.8 Flash 0/11
- Reid Office Products LLC · A-003849 · Scan · DeepSeek V4.1 Flash 10/11, Qwen3.8 Flash 0/11
- Raleigh Engineering Inc. · INV253511 · Scan · DeepSeek V4.1 Flash 11/11, Qwen3.8 Flash 1/11
- Hughes Janitorial Services Corp. · A-001911 · Scan · DeepSeek V4.1 Flash 11/11, Qwen3.8 Flash 1/11
- Summit Services Inc. · INV-15230 · Scan · DeepSeek V4.1 Flash 11/11, Qwen3.8 Flash 2/11
- Miranda-Vega Group LLC · 4959 · PDF text · DeepSeek V4.1 Flash 11/11, Qwen3.8 Flash 8/11
- Liberty Systems Inc. · INV-17299 · PDF text · DeepSeek V4.1 Flash 11/11, Qwen3.8 Flash 9/11
- Flores-Baker Group Co. · A-005694 · PDF text · DeepSeek V4.1 Flash 11/11, Qwen3.8 Flash 9/11
Invoice extraction · Czech (150 documents)
DeepSeek V4.1 Flash is more accurate by 8.1 pp. DeepSeek V4.1 Flash is 2.1× cheaper.
| Metric | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Correct fields | 99.9% | 91.8% |
| Error-free documents | 99% | 77% |
| Per 1,000 documents | $0.50 | $1.02 |
| To fix / 1,000 | 13 | 233 |
| Speed (median) | 5.0 sec | 17.0 sec |
| Valid answers | 100.0% | 96.7% |
Accuracy per field
| Field | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Supplier | 99.3% | 93.3% |
| Supplier ID (EIN, IČO…) | 100.0% | 94.0% |
| VAT ID | 100.0% | 94.0% |
| Invoice number | 100.0% | 94.7% |
| Payment reference | 100.0% | 94.0% |
| Invoice date | 100.0% | 94.7% |
| Tax point | 100.0% | 94.7% |
| Due date | 100.0% | 94.7% |
| Net by tax rate | 100.0% | 80.0% |
| Tax by rate | 100.0% | 80.7% |
| Total | 100.0% | 94.0% |
| Currency | 100.0% | 94.0% |
| Bank account | 99.3% | 90.7% |
Documents where they differ
- Sedláček s.r.o. · 2025/0774 · Scan · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 0/13
- Sedlák s.r.o. · 20250158 · Photo · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 9/13
- Dvořák s.r.o. · FV2501487 · PDF text · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 11/13
- Hruška spol. s r.o. · 20250328 · PDF text · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 11/13
- Stavmet s.r.o. · 20250906 · PDF text · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 11/13
- Východočeská obchodní s.r.o. · FV2600186 · PDF text · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 11/13
- Mareš s.r.o. · FV2600300 · PDF text · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 11/13
- Elektrolog spol. s r.o. · 26700422 · PDF text · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 11/13
Invoice extraction · German (150 documents)
DeepSeek V4.1 Flash is more accurate by 6.1 pp. DeepSeek V4.1 Flash is 2× cheaper.
| Metric | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Correct fields | 99.5% | 93.5% |
| Error-free documents | 94% | 87% |
| Per 1,000 documents | $0.57 | $1.12 |
| To fix / 1,000 | 60 | 127 |
| Speed (median) | 6.4 sec | 19.0 sec |
| Valid answers | 100.0% | 94.0% |
Accuracy per field
| Field | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Supplier | 99.3% | 94.0% |
| Supplier ID (EIN, IČO…) | 98.7% | 94.0% |
| VAT ID | 99.3% | 94.0% |
| Invoice number | 100.0% | 92.7% |
| Payment reference | 100.0% | 88.7% |
| Invoice date | 100.0% | 94.0% |
| Tax point | 99.3% | 94.0% |
| Due date | 99.3% | 94.0% |
| Net by tax rate | 100.0% | 94.0% |
| Tax by rate | 100.0% | 94.0% |
| Total | 100.0% | 94.0% |
| Currency | 100.0% | 94.0% |
| Bank account | 98.0% | 94.0% |
Documents where they differ
- Bauunternehmung Schröder GmbH · 2026-0622 · Clean image · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 0/13
- Schreinerei Ferdi Schuster · 2025/0939 · Clean image · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 0/13
- Druckerei Baumann GmbH · 2025-0324 · Scan · DeepSeek V4.1 Flash 12/13, Qwen3.8 Flash 13/13
- Hoffmann UG (haftungsbeschränkt) · 2025/1479 · Clean image · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 12/13
- Dachdeckerei Fischer GmbH · 2025/0014 · Scan · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 12/13
- Malerbetrieb Otfried Haas · RE-2025-00168 · Scan · DeepSeek V4.1 Flash 12/13, Qwen3.8 Flash 13/13
- Christoph Haas – Hausmeisterservice · 2025-1432 · Clean image · DeepSeek V4.1 Flash 12/13, Qwen3.8 Flash 13/13
- Braun IT-Service GmbH · RE2500825 · Photo · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 12/13
Invoice extraction · Spanish (79 documents)
DeepSeek V4.1 Flash is more accurate by 10.3 pp. DeepSeek V4.1 Flash is 2× cheaper.
| Metric | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Correct fields | 98.3% | 87.9% |
| Error-free documents | 77% | 74% |
| Per 1,000 documents | $0.71 | $1.40 |
| To fix / 1,000 | 228 | 260 |
| Speed (median) | 5.8 sec | 22.3 sec |
| Valid answers | 100.0% | 90.0% |
Accuracy per field
| Field | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Supplier | 93.7% | 86.0% |
| Supplier ID (EIN, IČO…) | 100.0% | 89.0% |
| VAT ID | 100.0% | 86.0% |
| Invoice number | 100.0% | 89.0% |
| Payment reference | 97.5% | 85.0% |
| Invoice date | 100.0% | 89.0% |
| Tax point | 98.7% | 87.0% |
| Due date | 100.0% | 89.0% |
| Net by tax rate | 88.6% | 86.0% |
| Tax by rate | 100.0% | 90.0% |
| Total | 100.0% | 89.0% |
| Currency | 100.0% | 89.0% |
| Bank account | 98.7% | 89.0% |
Documents where they differ
- Aguirre Formación S.L. · 2025/0652 · Clean image · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 0/13
- Centro de Formación Centro S.L.U. · A-2025-1405 · Clean image · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 0/13
- Centro de Formación Mediterránea S.L. · 2026/0876 · Scan · DeepSeek V4.1 Flash 12/13, Qwen3.8 Flash 0/13
- Construcciones del Norte S.L.U. · PF25/0020 · Clean image · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 12/13
- Goñi Logística S.L. · R-2025/1460 · Scan · DeepSeek V4.1 Flash 12/13, Qwen3.8 Flash 13/13
- Academia Almeida S.L.U. · A-2026-0383 · Clean image · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 12/13
- Onofre Diez Guitart · R-2025/1100 · Clean image · DeepSeek V4.1 Flash 12/13, Qwen3.8 Flash 13/13
- Distribuciones Levante S.L.U. · A-2026-0526 · PDF text · DeepSeek V4.1 Flash 12/13, Qwen3.8 Flash 13/13
Invoice extraction · French (74 documents)
DeepSeek V4.1 Flash is more accurate by 8.8 pp. DeepSeek V4.1 Flash is 1.9× cheaper.
| Metric | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Correct fields | 99.4% | 90.6% |
| Error-free documents | 92% | 82% |
| Per 1,000 documents | $0.65 | $1.23 |
| To fix / 1,000 | 81 | 180 |
| Speed (median) | 5.7 sec | 19.8 sec |
| Valid answers | 100.0% | 95.0% |
Accuracy per field
| Field | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Supplier | 100.0% | 91.0% |
| Supplier ID (EIN, IČO…) | 100.0% | 91.0% |
| VAT ID | 98.7% | 91.0% |
| Invoice number | 100.0% | 90.0% |
| Payment reference | 98.7% | 86.0% |
| Invoice date | 100.0% | 91.0% |
| Tax point | 100.0% | 92.0% |
| Due date | 100.0% | 89.0% |
| Net by tax rate | 100.0% | 91.0% |
| Tax by rate | 100.0% | 94.0% |
| Total | 100.0% | 91.0% |
| Currency | 100.0% | 91.0% |
| Bank account | 94.6% | 90.0% |
Documents where they differ
- Établissements Blanc SAS · F-11122 · Scan · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 0/13
- Guérin & Fils EURL · 2026-05-688 · Clean image · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 1/13
- Nettoyage Mercier SASU · AC-10176 · Clean image · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 3/13
- Richard David EI · FAC25091009 · PDF text · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 12/13
- Couverture Durand SA · F-11179 · Photo · DeepSeek V4.1 Flash 12/13, Qwen3.8 Flash 13/13
Email triage · English (US) (150 documents)
DeepSeek V4.1 Flash is more accurate by 0.1 pp. DeepSeek V4.1 Flash is 1.3× cheaper.
| Metric | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Correct fields | 97.6% | 97.5% |
| Error-free documents | 79% | 79% |
| Per 1,000 documents | $0.23 | $0.30 |
| To fix / 1,000 | 213 | 213 |
| Speed (median) | 3.8 sec | 8.9 sec |
| Valid answers | 100.0% | 100.0% |
Accuracy per field
| Field | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Category | 100.0% | 100.0% |
| Priority | 96.7% | 97.3% |
| Sentiment | 82.0% | 80.7% |
| Customer name | 100.0% | 100.0% |
| Order number | 100.0% | 100.0% |
| Invoice number | 100.0% | 100.0% |
| Amount | 100.0% | 100.0% |
| Currency | 100.0% | 100.0% |
| Deadline | 100.0% | 99.3% |
Documents where they differ
- Russell Bates · Email · DeepSeek V4.1 Flash 8/9, Qwen3.8 Flash 9/9
- Jane Rubio · Email · DeepSeek V4.1 Flash 9/9, Qwen3.8 Flash 8/9
- Laurie Knight · Email · DeepSeek V4.1 Flash 9/9, Qwen3.8 Flash 8/9
- Allison Floyd · Email · DeepSeek V4.1 Flash 9/9, Qwen3.8 Flash 8/9
- Sandra Hogan · Email · DeepSeek V4.1 Flash 9/9, Qwen3.8 Flash 8/9
- Robert Lewis · Email · DeepSeek V4.1 Flash 8/9, Qwen3.8 Flash 9/9
- Angela Harmon · Email · DeepSeek V4.1 Flash 8/9, Qwen3.8 Flash 7/9
- Joseph Jackson · Email · DeepSeek V4.1 Flash 9/9, Qwen3.8 Flash 8/9
Email triage · Czech (150 documents)
Qwen3.8 Flash is more accurate by 1.1 pp. DeepSeek V4.1 Flash is 1.5× cheaper.
| Metric | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Correct fields | 97.4% | 98.5% |
| Error-free documents | 77% | 87% |
| Per 1,000 documents | $0.30 | $0.45 |
| To fix / 1,000 | 227 | 133 |
| Speed (median) | 4.2 sec | 13.0 sec |
| Valid answers | 100.0% | 100.0% |
Accuracy per field
| Field | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Category | 100.0% | 100.0% |
| Priority | 98.7% | 99.3% |
| Sentiment | 78.0% | 88.7% |
| Customer name | 100.0% | 99.3% |
| Order number | 100.0% | 99.3% |
| Invoice number | 100.0% | 100.0% |
| Amount | 100.0% | 100.0% |
| Currency | 100.0% | 100.0% |
| Deadline | 100.0% | 100.0% |
Documents where they differ
- Ignác Bartoš · Email · DeepSeek V4.1 Flash 8/9, Qwen3.8 Flash 9/9
- Simona Kolářová · Email · DeepSeek V4.1 Flash 8/9, Qwen3.8 Flash 9/9
- Natálie Kratochvílová · Email · DeepSeek V4.1 Flash 8/9, Qwen3.8 Flash 9/9
- Václav Vítek · Email · DeepSeek V4.1 Flash 8/9, Qwen3.8 Flash 9/9
- Šimon Beran · Email · DeepSeek V4.1 Flash 8/9, Qwen3.8 Flash 9/9
- Milan Matějka · Email · DeepSeek V4.1 Flash 9/9, Qwen3.8 Flash 8/9
Email triage · German (145 documents)
Qwen3.8 Flash is more accurate by 1.5 pp. DeepSeek V4.1 Flash is 1.3× cheaper.
| Metric | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Correct fields | 96.3% | 97.9% |
| Error-free documents | 68% | 81% |
| Per 1,000 documents | $0.30 | $0.39 |
| To fix / 1,000 | 324 | 187 |
| Speed (median) | 4.2 sec | 12.1 sec |
| Valid answers | 100.0% | 100.0% |
Accuracy per field
| Field | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Category | 100.0% | 100.0% |
| Priority | 97.2% | 96.0% |
| Sentiment | 69.7% | 84.7% |
| Customer name | 100.0% | 100.0% |
| Order number | 100.0% | 100.0% |
| Invoice number | 100.0% | 100.0% |
| Amount | 100.0% | 100.0% |
| Currency | 100.0% | 100.0% |
| Deadline | 100.0% | 100.0% |
Documents where they differ
- Sylwia Gerlach · Email · DeepSeek V4.1 Flash 8/9, Qwen3.8 Flash 9/9
- Irmela Warmer · Email · DeepSeek V4.1 Flash 8/9, Qwen3.8 Flash 9/9
- Roselinde Heinz · Email · DeepSeek V4.1 Flash 8/9, Qwen3.8 Flash 9/9
- Linda Bähr · Email · DeepSeek V4.1 Flash 9/9, Qwen3.8 Flash 8/9
- Sibille Lehmann · Email · DeepSeek V4.1 Flash 8/9, Qwen3.8 Flash 9/9
- Margret Löchel · Email · DeepSeek V4.1 Flash 8/9, Qwen3.8 Flash 9/9
Personal data detection · English (US) (150 documents)
DeepSeek V4.1 Flash is more accurate by 0.4 pp.
| Metric | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Correct fields | 99.6% | 99.2% |
| Error-free documents | 97% | 99% |
| Per 1,000 documents | $0.29 | $0.28 |
| To fix / 1,000 | 27 | 13 |
| Speed (median) | 3.8 sec | 7.5 sec |
| Valid answers | 100.0% | 100.0% |
Accuracy per field
| Field | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Names | 98.7% | 99.3% |
| Email addresses | 100.0% | 99.3% |
| Phone numbers | 100.0% | 99.3% |
| Addresses | 98.7% | 98.7% |
| Dates of birth | 100.0% | 99.3% |
| National IDs | 100.0% | 99.3% |
| Bank accounts | 100.0% | 99.3% |
Documents where they differ
- Margaret Mills · Text · DeepSeek V4.1 Flash 6/7, Qwen3.8 Flash 7/7
Personal data detection · Czech (150 documents)
DeepSeek V4.1 Flash is more accurate by 2.8 pp. DeepSeek V4.1 Flash is 1.3× cheaper.
| Metric | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Correct fields | 99.7% | 97.0% |
| Error-free documents | 98% | 89% |
| Per 1,000 documents | $0.31 | $0.41 |
| To fix / 1,000 | 20 | 113 |
| Speed (median) | 4.2 sec | 9.6 sec |
| Valid answers | 100.0% | 99.3% |
Accuracy per field
| Field | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Names | 100.0% | 90.7% |
| Email addresses | 100.0% | 98.0% |
| Phone numbers | 100.0% | 97.3% |
| Addresses | 98.0% | 96.7% |
| Dates of birth | 100.0% | 98.0% |
| National IDs | 100.0% | 99.3% |
| Bank accounts | 100.0% | 98.7% |
Documents where they differ
- Naděžda Žáková · Text · DeepSeek V4.1 Flash 7/7, Qwen3.8 Flash 6/7
Personal data detection · German (148 documents)
DeepSeek V4.1 Flash is more accurate by 0.2 pp. DeepSeek V4.1 Flash is 1.2× cheaper.
| Metric | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Correct fields | 99.8% | 99.6% |
| Error-free documents | 99% | 99% |
| Per 1,000 documents | $0.31 | $0.36 |
| To fix / 1,000 | 13 | 7 |
| Speed (median) | 3.7 sec | 12.2 sec |
| Valid answers | 100.0% | 100.0% |
Accuracy per field
| Field | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Names | 100.0% | 99.3% |
| Email addresses | 100.0% | 99.3% |
| Phone numbers | 100.0% | 99.3% |
| Addresses | 98.7% | 99.3% |
| Dates of birth | 100.0% | 100.0% |
| National IDs | 100.0% | 100.0% |
| Bank accounts | 100.0% | 100.0% |
Documents where they differ
- Gunnar Zorbach · Text · DeepSeek V4.1 Flash 6/7, Qwen3.8 Flash 7/7
Contract clauses · English (US) (150 documents)
DeepSeek V4.1 Flash is more accurate by 4.9 pp. DeepSeek V4.1 Flash is 1.9× cheaper.
| Metric | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Correct fields | 100.0% | 95.1% |
| Error-free documents | 100% | 69% |
| Per 1,000 documents | $0.32 | $0.62 |
| To fix / 1,000 | 0 | 307 |
| Speed (median) | 3.9 sec | 14.1 sec |
| Valid answers | 100.0% | 100.0% |
Accuracy per field
| Field | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Provider | 100.0% | 69.3% |
| Provider ID | 100.0% | 100.0% |
| Client | 100.0% | 69.3% |
| Client ID | 100.0% | 100.0% |
| Contract type | 100.0% | 100.0% |
| Price (net) | 100.0% | 100.0% |
| Currency | 100.0% | 100.0% |
| Billing period | 100.0% | 100.0% |
| Effective date | 100.0% | 99.3% |
| End date | 100.0% | 100.0% |
| Notice period (months) | 100.0% | 100.0% |
| Late-payment penalty (% per day) | 100.0% | 99.3% |
| Governing law | 100.0% | 99.3% |
Documents where they differ
- Page Printing LLC · Raleigh Printing Inc. · Contract text · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 9/13
- Santiago-Harris Group Co. · Columbus Printing Inc. · Contract text · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 11/13
- Pittsburgh Construction Co. · Evans Electric LLC · Contract text · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 11/13
- Frye & Sons, Co. · Nunez-Smith Group Inc. · Contract text · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 11/13
- Kim Electric Co. · Ramos & Sons, Co. · Contract text · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 11/13
- Blue Ridge Services Corp. · Bishop-Kim Group LLC · Contract text · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 11/13
- White Landscaping Co. · Douglas-Ali Group LLC · Contract text · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 11/13
- Rose & Sons, Inc. · Eagle Systems Inc. · Contract text · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 11/13
Contract clauses · Czech (150 documents)
DeepSeek V4.1 Flash is more accurate by 0.1 pp. DeepSeek V4.1 Flash is 1.5× cheaper.
| Metric | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Correct fields | 100.0% | 99.9% |
| Error-free documents | 100% | 99% |
| Per 1,000 documents | $0.42 | $0.63 |
| To fix / 1,000 | 0 | 13 |
| Speed (median) | 4.3 sec | 13.6 sec |
| Valid answers | 100.0% | 100.0% |
Accuracy per field
| Field | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Provider | 100.0% | 100.0% |
| Provider ID | 100.0% | 100.0% |
| Client | 100.0% | 100.0% |
| Client ID | 100.0% | 100.0% |
| Contract type | 100.0% | 98.7% |
| Price (net) | 100.0% | 100.0% |
| Currency | 100.0% | 100.0% |
| Billing period | 100.0% | 100.0% |
| Effective date | 100.0% | 100.0% |
| End date | 100.0% | 100.0% |
| Notice period (months) | 100.0% | 100.0% |
| Late-payment penalty (% per day) | 100.0% | 100.0% |
| Governing law | 100.0% | 100.0% |
Documents where they differ
- Interservis s.r.o. · Staněk s.r.o. · Contract text · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 12/13
Contract clauses · German (145 documents)
Qwen3.8 Flash is more accurate by 0.8 pp. DeepSeek V4.1 Flash is 1.5× cheaper.
| Metric | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Correct fields | 97.2% | 98.0% |
| Error-free documents | 77% | 87% |
| Per 1,000 documents | $0.51 | $0.78 |
| To fix / 1,000 | 228 | 127 |
| Speed (median) | 4.6 sec | 19.7 sec |
| Valid answers | 100.0% | 99.3% |
Accuracy per field
| Field | DeepSeek V4.1 Flash | Qwen3.8 Flash |
|---|---|---|
| Provider | 100.0% | 99.3% |
| Provider ID | 81.4% | 94.7% |
| Client | 100.0% | 99.3% |
| Client ID | 82.8% | 94.7% |
| Contract type | 100.0% | 99.3% |
| Price (net) | 100.0% | 99.3% |
| Currency | 100.0% | 99.3% |
| Billing period | 100.0% | 99.3% |
| Effective date | 100.0% | 99.3% |
| End date | 100.0% | 99.3% |
| Notice period (months) | 100.0% | 99.3% |
| Late-payment penalty (% per day) | 100.0% | 99.3% |
| Governing law | 100.0% | 91.3% |
Documents where they differ
- Richter & Scholz e.K. · Köhler AG · Contract text · DeepSeek V4.1 Flash 11/13, Qwen3.8 Flash 13/13
- Hahn & Schulz GmbH & Co. KG · Alpentec GmbH · Contract text · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 12/13
- Hansawerk GmbH · Schreinerei Weber AG · Contract text · DeepSeek V4.1 Flash 11/13, Qwen3.8 Flash 10/13
- Maintec GmbH · Schreinerei Wagner GmbH · Contract text · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 12/13
- Kraus Consulting GmbH · Lange Consulting GmbH & Co. KG · Contract text · DeepSeek V4.1 Flash 13/13, Qwen3.8 Flash 12/13
- Schulz Systemtechnik GmbH · Elbdata GmbH · Contract text · DeepSeek V4.1 Flash 11/13, Qwen3.8 Flash 12/13
- Winkler GmbH & Co. KG · Berger & Fuchs e.K. · Contract text · DeepSeek V4.1 Flash 12/13, Qwen3.8 Flash 13/13
- Walter Systemtechnik GmbH & Co. KG · Weiß Handel GmbH · Contract text · DeepSeek V4.1 Flash 12/13, Qwen3.8 Flash 13/13