DeepSeek V4.1 Flash (high)
0.9%
Bugs resolved
$95
Total cost
347
Turns / repo
241.1k
Output tokens / repo
Estimated from recorded Fireworks token usage and cache hits at public serverless Standard prices; not an invoice.
Per-repository results
100 repositories| # | Repository | Language | Bugs resolved | Cost | Turns | Tokens |
|---|---|---|---|---|---|---|
| 1 | agda | hs | 0.0% (0/45) | $0.94 | 428 | 199.7k |
| 2 | arrow | cpp | 0.0% (0/47) | $0.05 | 40 | 23.4k |
| 3 | arrow-py | py | 0.0% (0/4) | $0.61 | 240 | 195.8k |
| 4 | astropy | py | 0.0% (0/80) | $1.14 | 451 | 237.9k |
| 5 | aws-cdk | ts | 0.0% (0/37) | $1.38 | 526 | 261.5k |
| 6 | babel | js | 0.0% (0/31) | $1.00 | 361 | 274.0k |
| 7 | black | py | 0.0% (0/21) | $0.93 | 301 | 312.1k |
| 8 | click | py | 0.0% (0/13) | $0.78 | 224 | 280.7k |
| 9 | clippy | rs | 0.0% (0/76) | $0.42 | 196 | 144.3k |
| 10 | conan | py | 8.3% (2/24) | $0.82 | 353 | 153.5k |
| 11 | cvc5 | cpp | 0.0% (0/38) | $1.00 | 418 | 232.8k |
| 12 | dart-sdk | dart | 2.0% (1/50) | $1.29 | 461 | 344.4k |
| 13 | dask | py | 0.0% (0/21) | $1.00 | 435 | 216.7k |
| 14 | dataframes-jl | jl | 14.3% (1/7) | $1.29 | 439 | 317.7k |
| 15 | datafusion | rs | 0.0% (0/38) | $1.35 | 485 | 286.4k |
| 16 | dateutil | py | 20.0% (2/10) | $0.49 | 209 | 170.6k |
| 17 | dayjs | js | 9.1% (1/11) | $0.48 | 179 | 183.7k |
| 18 | distributions-jl | jl | 0.0% (0/9) | $0.86 | 330 | 247.5k |
| 19 | dmd | d | 0.0% (0/112) | $1.09 | 408 | 301.7k |
| 20 | dolphinscheduler | java | 0.0% (0/10) | $0.83 | 379 | 172.6k |
| 21 | duckdb | cpp | 0.0% (0/109) | $0.72 | 360 | 179.8k |
| 22 | echo | go | 0.0% (0/6) | $0.60 | 172 | 266.8k |
| 23 | elixir | ex | 6.4% (3/47) | $0.93 | 380 | 213.8k |
| 24 | fasthttp | go | 0.0% (0/9) | $0.87 | 327 | 230.0k |
| 25 | formulajs | js | 11.1% (1/9) | $0.62 | 213 | 212.9k |
| 26 | fsharp | fs | 0.0% (0/28) | $1.10 | 432 | 252.4k |
| 27 | gdal | cpp | 0.0% (0/72) | $0.58 | 263 | 146.0k |
| 28 | gin | go | 0.0% (0/11) | $0.46 | 169 | 180.1k |
| 29 | gitoxide | rs | 0.0% (0/9) | $0.75 | 352 | 156.7k |
| 30 | go | go | 2.0% (2/98) | $0.79 | 311 | 227.8k |
| 31 | go-git | go | 0.0% (0/23) | $1.30 | 401 | 302.0k |
| 32 | goawk | go | 14.3% (2/14) | $0.87 | 273 | 307.6k |
| 33 | godot | cpp | 0.0% (0/17) | $1.05 | 333 | 282.8k |
| 34 | gorm | go | 0.0% (0/19) | $0.97 | 267 | 317.0k |
| 35 | gson | java | 0.0% (0/6) | $0.97 | 323 | 282.3k |
| 36 | hdf5 | c | 0.0% (0/14) | $0.81 | 370 | 170.4k |
| 37 | idris2 | idr | 0.0% (0/13) | $1.54 | 443 | 313.6k |
| 38 | isomorphic-git | js | 0.0% (0/13) | $0.72 | 267 | 193.5k |
| 39 | isort | py | 0.0% (0/11) | $1.13 | 387 | 294.0k |
| 40 | jerryscript | c | 13.3% (2/15) | $1.22 | 452 | 209.4k |
| 41 | jest | ts | 0.0% (0/20) | $0.79 | 359 | 234.9k |
| 42 | keycloak | java | 0.0% (0/64) | $0.97 | 311 | 262.7k |
| 43 | lean4 | lean | 0.0% (0/63) | $0.87 | 284 | 262.4k |
| 44 | libexpat | c | 0.0% (0/9) | $0.59 | 221 | 178.1k |
| 45 | luxon | js | 14.3% (2/14) | $0.67 | 241 | 205.2k |
| 46 | material-ui | js | 0.0% (0/39) | $1.08 | 418 | 206.1k |
| 47 | mathlib4 | lean | 0.0% (0/14) | $0.98 | 278 | 361.9k |
| 48 | matplotlib | py | 0.0% (0/78) | $1.10 | 450 | 161.1k |
| 49 | micropython | c | 9.1% (2/22) | $1.12 | 398 | 292.6k |
| 50 | modelingtoolkit-jl | jl | 0.0% (0/10) | $0.85 | 291 | 287.4k |
| 51 | mongoose | js | 4.3% (3/70) | $0.92 | 385 | 160.2k |
| 52 | mpmath | py | 0.0% (0/16) | $0.96 | 327 | 244.5k |
| 53 | mypy | py | 1.1% (1/91) | $1.18 | 422 | 204.2k |
| 54 | nacos | java | 0.0% (0/12) | $0.86 | 306 | 215.2k |
| 55 | netty | java | 1.0% (1/96) | $0.31 | 141 | 123.0k |
| 56 | networkx | py | 5.6% (1/18) | $1.49 | 531 | 268.2k |
| 57 | nim | nim | 0.0% (0/192) | $1.01 | 404 | 195.0k |
| 58 | numpy | py | 0.0% (0/131) | $1.09 | 333 | 318.0k |
| 59 | nuxt | ts | 0.0% (0/6) | $0.94 | 390 | 198.9k |
| 60 | openapi-generator | mustache | 0.0% (0/31) | $0.73 | 317 | 146.5k |
| 61 | opencv | cpp | 0.0% (0/47) | $1.88 | 627 | 324.6k |
| 62 | optuna | py | n/a | n/a | n/a | n/a |
| 63 | oxc | rs | 0.0% (0/6) | $0.65 | 243 | 217.0k |
| 64 | pandas | py | 0.0% (0/228) | $1.25 | 449 | 283.1k |
| 65 | pendulum | py | 33.3% (3/9) | $0.87 | 279 | 263.9k |
| 66 | php-src | c | 3.8% (1/26) | $1.33 | 414 | 362.9k |
| 67 | phpspreadsheet | php | 0.0% (0/9) | $1.23 | 449 | 191.4k |
| 68 | pint | py | 0.0% (0/13) | $1.11 | 348 | 277.3k |
| 69 | prettier | js | 0.0% (0/34) | $1.14 | 394 | 296.6k |
| 70 | proj | cpp | 0.0% (0/21) | $1.03 | 360 | 250.2k |
| 71 | pulsar | java | 0.0% (0/19) | $1.07 | 390 | 265.7k |
| 72 | quarkus | java | 0.0% (0/72) | $0.89 | 236 | 292.5k |
| 73 | qutip | py | 0.0% (0/10) | $1.33 | 540 | 193.4k |
| 74 | rails | rb | 0.0% (0/140) | $0.72 | 286 | 204.1k |
| 75 | react-router | ts | 0.0% (0/14) | $1.19 | 402 | 196.3k |
| 76 | roslyn | cs | 0.0% (0/31) | $1.04 | 288 | 437.3k |
| 77 | ruff | rs | 0.0% (0/52) | $1.02 | 341 | 314.1k |
| 78 | rxjava | java | 3.8% (1/26) | $1.03 | 355 | 262.2k |
| 79 | scikit-learn | py | 1.2% (1/80) | $0.83 | 364 | 176.0k |
| 80 | scipy | py | 0.7% (1/136) | $1.32 | 435 | 295.8k |
| 81 | shapely | py | 0.0% (0/9) | $0.98 | 301 | 231.9k |
| 82 | shardingsphere | java | 0.0% (0/15) | $0.59 | 258 | 136.9k |
| 83 | sqlglot | py | 0.0% (0/130) | $1.09 | 384 | 230.4k |
| 84 | stylelint | js | 0.0% (0/54) | $1.17 | 380 | 305.8k |
| 85 | sunpy | py | 0.0% (0/15) | $0.82 | 360 | 137.0k |
| 86 | svgo | js | 9.1% (1/11) | $0.69 | 204 | 232.9k |
| 87 | swc | rs | 5.3% (1/19) | $0.90 | 371 | 234.6k |
| 88 | symfony | php | 0.0% (0/149) | $0.64 | 236 | 220.9k |
| 89 | syn | rs | 0.0% (0/13) | $1.14 | 357 | 301.6k |
| 90 | tarantool | c | n/a | n/a | n/a | n/a |
| 91 | terser | js | 0.0% (0/6) | $1.14 | 324 | 391.6k |
| 92 | testify | go | 0.0% (0/9) | $0.68 | 195 | 267.4k |
| 93 | three-js | js | 0.0% (0/9) | $1.30 | 432 | 286.3k |
| 94 | tinygrad | py | 0.0% (0/15) | $1.52 | 435 | 315.0k |
| 95 | tokio | rs | 0.0% (0/12) | $1.75 | 402 | 345.2k |
| 96 | trino | java | 0.0% (0/43) | $0.97 | 385 | 219.1k |
| 97 | v | v | 0.0% (0/239) | $1.17 | 458 | 257.5k |
| 98 | webpack | js | 0.0% (0/35) | $0.77 | 299 | 187.8k |
| 99 | xarray | py | 0.0% (0/31) | $1.45 | 541 | 213.6k |
| 100 | z3 | cpp | 0.0% (0/11) | $0.75 | 313 | 181.2k |