GLORYCODE / MODEL OPERATIONS
A traceable workbench for model choice, intelligence, real cost, and runtime signals. Missing data stays missing.
Each station shows only candidates and rules supplied by the source.
原始 IQ ≥90，不再分档；在同一候选池中分别以平均耗时和费用与耗时综合成本为基准；更高 IQ 至少领先 1.5 IQ，且每领先 1 IQ 可接受最多 2% 对应指标溢价；去重后取 2 个。
Among measured tiers, take the top two by IQ descending; break ties by model order and combined cost.
成本优先：整数 IQ ≥80，不设上限，以平均费用最低者为基准；更高 IQ 至少领先 1.5 IQ，且每领先 1 IQ 可接受最多 2% 费用溢价；符合时优先 IQ 最高，依次取 2 个。
For IQ ≥55 with no upper bound, take the two lowest combined cost-and-duration options.
Current rankings and full history share one source measurement basis.
Filter model and reasoning effort, then inspect every observation field.
| Model / effort | Observed | IQ | Cost | Duration | Combined cost | Passed / tasks | Steps | Cache | Total tokens |
|---|---|---|---|---|---|---|---|---|---|
| 2026-08-0648 batches · 909 rows | |||||||||
| gpt-5.6-solmax | 106.3 | $9.21 | 2069.3s | -- | -- / 112 | -- | -- | 1,402,325,715 | |
| gpt-5.6-solxhigh | 106.3 | $6.75 | 1548.4s | -- | -- / 112 | -- | -- | 970,637,716 | |
| gpt-5.6-solhigh | 87.4 | $5.21 | 1273.7s | -- | -- / 112 | -- | -- | 680,077,013 | |
| gpt-5.6-solmedium | 96.9 | $3.66 | 1023.3s | -- | -- / 112 | -- | -- | 533,184,268 | |
| gpt-5.6-sollow | 78 | $2.07 | 718.2s | -- | -- / 112 | -- | -- | 258,604,843 | |
| gpt-5.6-terramax | 95.5 | $4.05 | 1994.0s | -- | -- / 112 | -- | -- | 1,497,153,900 | |
| gpt-5.6-terraxhigh | 86.1 | $2.02 | 1175.5s | -- | -- / 112 | -- | -- | 629,390,956 | |
| gpt-5.6-terrahigh | 76.7 | $1.17 | 790.9s | -- | -- / 112 | -- | -- | 344,095,226 | |
| gpt-5.6-lunamax | 90.1 | $0.52 | 1953.0s | -- | -- / 112 | -- | -- | 1,767,507,424 | |
| gpt-5.6-lunahigh | 80.7 | $0.24 | 1008.6s | -- | -- / 112 | -- | -- | 730,157,373 | |
| gpt-5.5xhigh | 94.2 | $5.78 | 1344.9s | -- | -- / 112 | -- | -- | 815,015,307 | |
| gpt-5.5high | 96.9 | $3.64 | 1055.0s | -- | -- / 112 | -- | -- | 508,326,049 | |
| 2026-08-056 batches · 117 rows | |||||||||
Public 14-day movement and the GloryCode community window remain distinct.
Task metadata, model combinations, tier windows, and paginated cells remain inspectable.
| Task | Repo | Category | Language | Discrimination |
|---|---|---|---|---|
| Harden module loading, cache introspection, and script flagsabs-module-cache-flags | https://github.com/abs-lang/abs | enhancement | go | 85.219 / 11.1 / confidence 1 |
| Add stepped slices for arrays and stringsabs-stepped-slices | https://github.com/abs-lang/abs | feature_request | go | 38.36.6 / 6.5 / confidence 1 |
| Add action pinning linting for actions and reusable workflowsactionlint-action-pinning-lint | https://github.com/rhysd/actionlint | feature_request | go | 35.14.7 / 7.1 / confidence 1 |
| Add input key aliases to name mappingadaptix-name-mapping-aliases | https://github.com/reagento/adaptix | feature_request | python | 8714.2 / 18.4 / confidence 1 |
| Add task snapshots, inspection, and diffing to aiomonitoraiomonitor-task-snapshots-diff | https://github.com/aio-libs/aiomonitor | feature_request | python | 84.96.4 / 15.3 / confidence 1 |
| Add default arguments to Anko function parametersanko-default-function-arguments | https://github.com/mattn/anko | feature_request | go | 79.613.3 / 12.1 / confidence 1 |
| Add typed variable bindings to Ankoanko-typed-variable-bindings | https://github.com/mattn/anko | feature_request | go | 89.14.7 / 13.7 / confidence 1 |
| Add drift detection and compliance baselinesarcane-drift-detection-baselines | https://github.com/getarcaneapp/arcane.git | feature_request | go | 88.313.2 / 15.5 / confidence 1 |
| Add JSON Schema refs and dependency keywordsarktype-json-schema-refs-dependencies | https://github.com/arktypeio/arktype | feature_request | typescript | 85.16.8 / 11.4 / confidence 1 |
| Add dependency-aware async initialization to the containerawilix-async-container-initialization | https://github.com/jeffijoe/awilix | feature_request | typescript | 91.415.9 / 13.2 / confidence 1 |
| Add incremental cache controls to Banditbandit-incremental-cache-control | https://github.com/PyCQA/bandit.git | feature_request | python | 95.910.2 / 8.4 / confidence 1 |
| Add interprocedural taint checks for Bandit injection sinksbandit-interprocedural-taint-checks | https://github.com/PyCQA/bandit.git | feature_request | python | 91.110.6 / 12.8 / confidence 1 |
| Add structured nosec directives for regions and next linebandit-structured-nosec-directives | https://github.com/PyCQA/bandit.git | feature_request | python | 6.10.6 / 0.4 / confidence 1 |
| Add hierarchical evaluation cancellation to Boaboa-hierarchical-evaluation-cancellation | https://github.com/boa-dev/boa | feature_request | rust | 8714.2 / 17.2 / confidence 1 |
| Add partial structuring with error recovery to cattrscattrs-partial-structuring-recovery | https://github.com/python-attrs/cattrs | feature_request | python | 74.613.4 / 7.2 / confidence 1 |
| Add async autocomplete options and fetch lifecycle handlingclack-async-autocomplete-options | https://github.com/bombshell-dev/clack | feature_request | typescript | 33.13.2 / 3.6 / confidence 1 |
| Implement recursive agent delegation through delegate_task tool callsclaude-code-by-agents-recursive-delegation | https://github.com/baryhuang/claude-code-by-agents | feature_request | typescript | 81.112.3 / 6.1 / confidence 1 |
| Add config file parsing to Cliffy commandscliffy-config-file-parsing | https://github.com/c4spar/cliffy | feature_request | typescript | 899.4 / 8.9 / confidence 1 |
| Add shorthand expansion and compression to the lexercsstree-shorthand-expansion-compression | https://github.com/csstree/csstree | feature_request | javascript | 91.216.2 / 12.6 / confidence 1 |
| Add HTML document format handling to Daseldasel-html-document-format | https://github.com/TomWright/dasel | feature_request | go | 739.4 / 9.4 / confidence 1 |
| Add RFC 5545 timezone interoperability to dateutil recurrence parsingdateutil-rfc5545-timezone-interop | https://github.com/dateutil/dateutil | enhancement | python | 89.48.9 / 15.9 / confidence 1 |
| Add conditional required attributes to schemasdynamodb-toolbox-conditional-attribute-requirements | https://github.com/dynamodb-toolbox/dynamodb-toolbox | feature_request | typescript | 72.910.4 / 12.6 / confidence 1 |
| Add lazy recursive schemas with DTO and JSON Schema exportdynamodb-toolbox-lazy-recursive-schemas | https://github.com/dynamodb-toolbox/dynamodb-toolbox | feature_request | typescript | 87.94.7 / 13.6 / confidence 1 |
| Add SSE streaming endpoints to HttpApieffect-sse-httpapi-streaming | https://github.com/Effect-TS/effect | feature_request | typescript | 65.86.1 / 4.3 / confidence 1 |
| Add keyset cursor pagination to `$find`eicrud-keyset-pagination-cursor | https://github.com/eicrud/eicrud | feature_request | typescript | 00 / 0 / confidence 1 |
| Add XML diff, patch, and merge operations to etreeetree-xml-diff-patch | https://github.com/beevik/etree | feature_request | go | 89.612.6 / 12.3 / confidence 1 |
| Add try/catch error recovery to exprexpr-try-catch-errors | https://github.com/expr-lang/expr | feature_request | go | 63.810.8 / 9.9 / confidence 0.992 |
| Add deprecation, sunset, and successor headers to FastAPI routesfastapi-deprecation-response-headers | https://github.com/fastapi/fastapi | feature_request | python | 92.813.2 / 6.5 / confidence 1 |
| Add implicit HEAD and automatic OPTIONS responses to FastAPI routesfastapi-implicit-head-options | https://github.com/fastapi/fastapi | feature_request | python | 93.910.8 / 11.7 / confidence 1 |
| Add deterministic multi-key sorting to fdfd-deterministic-multi-key-sorting | https://github.com/sharkdp/fd | feature_request | rust | 82.911.2 / 13.8 / confidence 0.992 |
| Add ShapeIndex encoding and decodinggeo-shapeindex-serialization | https://github.com/golang/geo | feature_request | go | 56.77.5 / 6.6 / confidence 0.992 |
| Add a checker for broken doc comment linksgo-critic-doc-link-checker | https://github.com/go-critic/go-critic | feature_request | go | 84.311.6 / 6.6 / confidence 1 |
| Expose accumulated streamed function-call args in SDK surfacesgo-genai-streamed-function-args | https://github.com/googleapis/go-genai.git | feature_request | go | 53.48 / 10.3 / confidence 1 |
| Add worktree merge conflict handlinggo-git-worktree-merge-conflicts | https://github.com/go-git/go-git | feature_request | go | 81.916.1 / 10.1 / confidence 1 |
| Add retry-aware publishing audit logsgoreleaser-retry-publish-auditing | https://github.com/goreleaser/goreleaser | feature_request | go | 241.9 / 2 / confidence 1 |
| Add GraphQL incremental delivery with @defer and @streamgql-incremental-graphql-delivery | https://github.com/graphql-python/gql | feature_request | python | 00 / 0 / confidence 0.992 |
| Abort pending body reads on shutdownhappy-dom-abort-pending-body-reads | https://github.com/capricorn86/happy-dom | bugfix | typescript | 45.75.6 / 7.6 / confidence 1 |
| Implement a deterministic IntersectionObserver in Happy DOMhappy-dom-deterministic-intersectionobserver | https://github.com/capricorn86/happy-dom | feature_request | typescript | 68.19.1 / 7.5 / confidence 1 |
| Add configurable array merge strategies to Helm value coalescinghelm-array-merge-strategies | https://github.com/helm/helm | feature_request | go | 11.50.8 / 0.8 / confidence 0.992 |
| Add unified manifest stream output across Helm commandshelm-unified-manifest-stream | https://github.com/helm/helm | feature_request | go | 49.14.7 / 12.8 / confidence 1 |
| Add a deterministic CookieStore with modern Set-Cookie parsinghttpx-deterministic-cookie-store | https://github.com/encode/httpx | feature_request | typescript | 628.1 / 7.9 / confidence 0.992 |
| Add multipart response parsing to HTTPXhttpx-multipart-response-parsing | https://github.com/encode/httpx | feature_request | python | 43.83.8 / 3.8 / confidence 1 |
| Add streaming JSON iteration to HTTPX responseshttpx-streaming-json-iteration | https://github.com/encode/httpx | feature_request | python | 88.710.7 / 6.2 / confidence 1 |
| Persist the fitted feature schema across evaluate, predict, serve, and exportigel-persist-feature-schema | https://github.com/nidhaloff/igel | feature_request | python | 86.110.6 / 10.6 / confidence 1 |
| Add CSS Grid layout to the Box componentink-grid-box-layout | https://github.com/vadimdemedes/ink | feature_request | typescript | 73.68.5 / 9.3 / confidence 0.992 |
| Add session bundle recording and replay to IPythonipython-session-bundle-replay | https://github.com/ipython/ipython | feature_request | python | 88.64.7 / 5.3 / confidence 0.992 |
| Add `\multicolumn` column spans to array-like environmentskatex-multicolumn-array-spans | https://github.com/KaTeX/KaTeX | feature_request | javascript | 82.58.4 / 8.7 / confidence 1 |
| Add multiplexed ordered streams over KCPkcp-go-multiplexed-kcp-streams | https://github.com/xtaci/kcp-go | feature_request | go | 65.910.9 / 12.8 / confidence 0.984 |
| Add atomic signal selectors to Keakea-atomic-signal-selectors | https://github.com/keajs/kea.git | feature_request | typescript | 92.121.7 / 8.4 / confidence 1 |
| Add consistent hash policy support to TrafficPolicykgateway-consistent-hash-policy | https://github.com/kgateway-dev/kgateway | feature_request | go | 55.88.6 / 2.2 / confidence 0.992 |
| Add single-active-consumer priority and cancel tracking to virtual transportskombu-single-active-consumer-priority | https://github.com/celery/kombu | feature_request | python | 91.111.7 / 9.1 / confidence 0.992 |
| Add dead-lettering, TTL, and overflow handling to virtual queueskombu-virtual-queue-dead-lettering | https://github.com/celery/kombu | feature_request | python | 78.49.7 / 8.8 / confidence 0.992 |
| Add composite trait aspects to Kootakoota-composite-trait-aspects | https://github.com/pmndrs/koota | feature_request | typescript | 96.711.4 / 21.1 / confidence 1 |
| Add a deferred mutation buffer to batch entity changeskoota-deferred-mutation-buffer | https://github.com/pmndrs/koota | feature_request | typescript | 90.512.4 / 17 / confidence 1 |
| Add entity snapshot and rollback APIs to Kootakoota-entity-snapshot-rollback | https://github.com/pmndrs/koota | feature_request | python | 73.810.7 / 15.6 / confidence 0.992 |
| Add pair-level relation tracking modifierskoota-pair-relation-tracking | https://github.com/pmndrs/koota | feature_request | typescript | 33.12.1 / 2.4 / confidence 1 |
| Add value-based query predicates to Kootakoota-query-predicates | https://github.com/pmndrs/koota | feature_request | typescript | 38.83 / 4.8 / confidence 0.992 |
| Add grouping-set and window-frame SQL helperskysely-window-grouping-helpers | https://github.com/kysely-org/kysely | feature_request | typescript | 60.812 / 6 / confidence 0.992 |
| Add request coalescing to `Runnable`langchain-request-coalescing | https://github.com/langchain-ai/langchain | feature_request | python | 94.37 / 13.1 / confidence 1 |
| Add flattened dataclass fields to Mashumaro field optionsmashumaro-flattened-dataclass-fields | https://github.com/Fatal1ty/mashumaro | feature_request | python | 906.3 / 11.5 / confidence 1 |
| Add explicit resource management declarations to the parsermeriyah-explicit-resource-declarations | https://github.com/meriyah/meriyah | feature_request | typescript | 91.517 / 20.4 / confidence 0.992 |
| Validate daemon watch, status, and log lifecyclemnamer-daemon-watch-lifecycle | https://github.com/jkwill87/mnamer | feature_request | python | 76.410 / 11.9 / confidence 0.992 |
| Add grouped test phases with synchronized barriersmobly-grouped-test-barriers | https://github.com/google/mobly | feature_request | python | 77.84.2 / 19.5 / confidence 0.992 |
| Add rolling min, max, median, and quantile methodsnarwhals-rolling-window-suite | https://github.com/narwhals-dev/narwhals | feature_request | python | 94.19.3 / 13.6 / confidence 1 |
| Add boundary modes to `@stencil`numba-stencil-boundary-modes | https://github.com/numba/numba | feature_request | python | 9512.7 / 8.7 / confidence 1 |
| Add automatic table of contents generation for Obsidian linterobsidian-linter-auto-table-of-contents | https://github.com/platers/obsidian-linter | feature_request | typescript | 00 / 0 / confidence 1 |
| Add link format conversion between wiki and markdown syntaxobsidian-linter-link-format-conversion | https://github.com/platers/obsidian-linter | feature_request | typescript | 81.29.7 / 7.7 / confidence 1 |
| Add scoped per-rule ignore markers to Obsidian Linterobsidian-linter-scoped-ignore-markers | https://github.com/platers/obsidian-linter | feature_request | typescript | 84.213.3 / 7.1 / confidence 1 |
| Add a per-origin circuit breaker to ofetchofetch-per-origin-circuit-breaker | https://github.com/unjs/ofetch | feature_request | typescript | 38.76.7 / 5.9 / confidence 0.992 |
| Add transparent encryption to dump uploadsonedump-dump-encryption-pipeline | https://github.com/liweiyi88/onedump | feature_request | go | 31.23.4 / 1.5 / confidence 1 |
| Add rule evaluation profiling to Regoopa-rego-rule-profiling | https://github.com/open-policy-agent/opa | feature_request | go | 65.77.9 / 7.7 / confidence 0.992 |
| Reconstruct template strings in partial evaluation outputopa-template-string-reconstruction | https://github.com/open-policy-agent/opa | bugfix | go | 90.98.7 / 9 / confidence 1 |
| Add conditional option dependencies to Optiqueoptique-conditional-option-dependencies | https://github.com/dahlia/optique | feature_request | typescript | 93.68.9 / 18.8 / confidence 1 |
| Preserve structure needed by stylesheet selectorsoxvg-structural-selector-preservation | https://github.com/noahbald/oxvg | enhancement | rust | 90.812 / 8.9 / confidence 1 |
| Add build-time grammar conflict analysis to participleparticiple-grammar-conflict-analysis | https://github.com/alecthomas/participle.git | feature_request | go | 59.75.8 / 7.2 / confidence 0.992 |
| Add durability callbacks and wait APIs for sync writespebble-durability-wait-apis | https://github.com/cockroachdb/pebble | feature_request | go | 71.113.4 / 11 / confidence 0.992 |
| Coalesce qualifying choices into character classespest-character-class-coalescing | https://github.com/pest-parser/pest | feature_request | rust | 33.28 / 1.7 / confidence 1 |
| Add transactional reload status and rollback tracking to Prometheusprometheus-transactional-reload-status | https://github.com/prometheus/prometheus.git | feature_request | typescript | 57.811.2 / 4.8 / confidence 0.984 |
| Fix PromQL label sorting across typed and untyped valuesprometheus-typed-label-sorting | https://github.com/prometheus/prometheus | bugfix | go | 83.311.2 / 10.1 / confidence 0.992 |
| Add typed blend range access and blend-if compositingpsd-tools-blend-range-api | https://github.com/psd-tools/psd-tools | feature_request | python | 55.13.1 / 9.8 / confidence 0.992 |
| Add tube multiplexing to pwntoolspwntools-tube-multiplexing | https://github.com/Gallopsled/pwntools | feature_request | python | 85.18.4 / 12.2 / confidence 0.976 |
| Add scoped state data to state machine callbacks and historypython-statemachine-state-data-scoping | https://github.com/fgmacedo/python-statemachine | feature_request | python | 32.74.2 / 1.8 / confidence 0.976 |
| Preserve restored query state in persisted snapshotsquery-persist-restored-query-state | https://github.com/TanStack/query | feature_request | typescript | 85.15.6 / 8.1 / confidence 0.984 |
| Reuse one toolbar across multiple Quill editorsquill-shared-toolbar-focus | https://github.com/slab/quill | feature_request | typescript | 777.5 / 6.9 / confidence 0.992 |
| Add an error-accumulating Validated containerreturns-validated-error-accumulation | https://github.com/dry-python/returns | feature_request | python | 69.614.6 / 9.3 / confidence 0.976 |
| Add bounded-memory spilling to SCC aggregationscc-bounded-memory-spilling | https://github.com/boyter/scc.git | feature_request | go | 86.56.8 / 19.1 / confidence 1 |
| Add method declarations and interface dispatch to Scriggoscriggo-method-declarations | https://github.com/open2b/scriggo | feature_request | go | 88.411.9 / 18.2 / confidence 1 |
| Add duration encoding to TableVectorizerskrub-duration-encoding | https://github.com/skrub-data/skrub | feature_request | python | 62.55.8 / 7.7 / confidence 0.984 |
| Format BigQuery pipe syntax queries correctlysql-formatter-bigquery-pipe-formatting | https://github.com/sql-formatter-org/sql-formatter | feature_request | typescript | 636.9 / 9.2 / confidence 0.984 |
| Format CREATE TABLE DDL and add DDL parsing helperssqlfmt-create-table-ddl-formatting | https://github.com/tconbeer/sqlfmt | feature_request | python | 74.410.1 / 12 / confidence 0.984 |
| Add safe import checkpoints and invariant validationsqlite-utils-safe-import-checkpoints | https://github.com/simonw/sqlite-utils | feature_request | python | 834.7 / 11 / confidence 0.992 |
| Add error stack serialization to SuperJSONsuperjson-error-stack-serialization | https://github.com/flightcontrolhq/superjson.git | feature_request | typescript | 89.910.8 / 12.3 / confidence 1 |
| Add task graph export with JSON, DOT, and text outputtask-task-graph-export | https://github.com/go-task/task | feature_request | go | 53.96.8 / 9.5 / confidence 0.976 |
| Fix isolated Go-side calls for Tengo callables and closurestengo-callable-instance-isolation | https://github.com/d5/tengo | bugfix | go | 57.69.1 / 11.3 / confidence 0.976 |
| Add destructuring bindings to Tengotengo-destructuring-bindings | https://github.com/d5/tengo | feature_request | go | 86.410.2 / 11.7 / confidence 0.984 |
| Preserve ANSI resets during truncation and stylingtermenv-preserve-ansi-resets | https://github.com/muesli/termenv | feature_request | go | 69.96.1 / 3.5 / confidence 0.984 |
| Add bail-on-test-failure handling to Testemtestem-bail-on-test-failure | https://github.com/testem/testem | feature_request | javascript | 23.92 / 1.7 / confidence 0.984 |
| Partition report files by launcher and expand report templatestestem-per-launcher-reports | https://github.com/testem/testem | feature_request | javascript | 1009.2 / 15.2 / confidence 1 |
| Complete Kitty keyboard phases and stable fallback key metadatatextual-kitty-key-phases | https://github.com/Textualize/textual | feature_request | python | 59.312.6 / 1.3 / confidence 0.984 |
| Restore RichLog follow-state parity and expand reflow behaviortextual-richlog-follow-state | https://github.com/Textualize/textual | feature_request | python | 73.714 / 11.8 / confidence 0.992 |
| Add bidirectional TOML table converterstomlkit-toml-table-converters | https://github.com/python-poetry/tomlkit | feature_request | python | 9310.7 / 17.4 / confidence 1 |
| Add iterable collection combinators to true-mythtrue-myth-iterable-collection-combinators | https://github.com/true-myth/true-myth | feature_request | typescript | 34.34.5 / 6.4 / confidence 0.976 |
| Add `matchEach` to ts-patternts-pattern-match-each | https://github.com/gvergnaud/ts-pattern | feature_request | typescript | 63.16.4 / 8.1 / confidence 0.984 |
| Add policy-based alerting for failures, latency, and SSL expiryupdo-policy-alerting | https://github.com/Owloops/updo | feature_request | go | 9215.9 / 9.8 / confidence 0.992 |
| Add recursive schema composition to Valibotvalibot-recursive-schema-composition | https://github.com/open-circle/valibot | feature_request | typescript | 75.210.1 / 7.3 / confidence 0.968 |
| Add duration-aware sharding to Vitestvitest-duration-sharding | https://github.com/vitest-dev/vitest.git | feature_request | typescript | 67.512.3 / 9.5 / confidence 0.968 |
| Add a persistent analysis cache to Vulturevulture-persistent-analysis-cache | https://github.com/jendrikseipp/vulture | feature_request | python | 71.810.2 / 10.5 / confidence 0.984 |
| Add trap coredump generation to wasmiwasmi-trap-coredumps | https://github.com/wasmi-labs/wasmi | feature_request | rust | 75.610.5 / 15.4 / confidence 0.992 |
| Add multi-module memory snapshots to wazerowazero-multi-module-snapshots | https://github.com/wazero/wazero.git | feature_request | go | 24.92.1 / 2.3 / confidence 0.976 |
| Add go:embed directive support for interpreted packagesyaegi-go-embed-directives | https://github.com/traefik/yaegi | feature_request | go | 71.47.4 / 10 / confidence 0.992 |
| Add deterministic map conflict detection to Y.Map writesyjs-map-conflict-detection | https://github.com/yjs/yjs | feature_request | javascript | 35.96.1 / 8.4 / confidence 0.976 |
| Add JSONPath query APIs to orderedmap and Starlark modulesytt-jsonpath-query-api | https://github.com/carvel-dev/ytt | feature_request | go | 81.78.2 / 8.9 / confidence 1 |
| Task | Model / Effort | Status | Passed | Pass rate | Cost | Multiplier | Points / min | Base | Source | Last graded |
|---|---|---|---|---|---|---|---|---|---|---|
| Add async autocomplete options and fetch lifecycle handling | gpt-5.6-terramedium | cooldown | 0 / 8 | 0% | $0.49 | 1 | 1 / 7 | [7,3] | measured / 7 | 2026-08-06T21:18:18Z |
| Add consistent hash policy support to TrafficPolicy | gpt-5.6-terramax | cooldown | 0 / 14 | 0% | $5.24 | 1 | 11 / 40 | [14,2] | measured / 12 | 2026-08-06T21:13:33Z |
| Add session bundle recording and replay to IPython | gpt-5.6-terraultra | cooldown | 2 / 13 | 67% | $6.60 | 1 | 12.2 / 33 | [13,10] | measured / 10 | 2026-08-06T21:02:48Z |
| Add rule evaluation profiling to Rego | gpt-5.6-terramedium | cooldown | 1 / 11 | 33% | $0.55 | 1 | 1.14 / 7 | [11,2] | measured / 9 | 2026-08-06T20:42:42Z |
| Add dead-lettering, TTL, and overflow handling to virtual queues | gpt-5.6-sollow | cooldown | 2 / 8 | 67% | $1.23 | 1 | 2.6 / 6 | [8,4] | measured / 8 | 2026-08-06T20:28:45Z |
| Add HTML document format handling to Dasel | gpt-5.6-solmax | cooldown | 3 / 13 | 100% | $4.39 | 1 | 9 / 22 | [13,13] | measured / 11 | 2026-08-06T20:28:01Z |
| Add automatic table of contents generation for Obsidian linter | gpt-5.5high | cooldown | 0 / 6 | 0% | $2.07 | 1 | 4.4 / 9 | [] | measured / 6 | 2026-08-06T20:16:06Z |
| Add SSE streaming endpoints to HttpApi | gpt-5.6-terraxhigh | cooldown | 2 / 12 | 67% | $6.91 | 1 | 13.6 / 42 | [12,4] | measured / 11 | 2026-08-06T20:10:25Z |
| Add safe import checkpoints and invariant validation | gpt-5.6-sollow | cooldown | 1 / 13 | 33% | $1.88 | 1 | 3.8 / 8 | [13,7] | measured / 12 | 2026-08-06T20:02:37Z |
| Add ShapeIndex encoding and decoding | gpt-5.5xhigh | cooldown | 3 / 10 | 100% | $4.08 | 1 | 8.4 / 15 | [] | measured / 14 | 2026-08-06T19:52:08Z |
| Add conditional required attributes to schemas | gpt-5.6-solultra | cooldown | 3 / 19 | 100% | $35.30 | 1 | 75.8 / 63 | [19,19] | measured / 11 | 2026-08-06T19:46:09Z |
| Add explicit resource management declarations to the parser | gpt-5.6-solmedium | cooldown | 3 / 10 | 100% | $3.54 | 1 | 7.4 / 13 | [11,5] | measured / 10 | 2026-08-06T19:37:54Z |
| Add XML diff, patch, and merge operations to etree | gpt-5.6-lunalow | cooldown | 0 / 17 | 0% | $0.02 | 1 | 0.04 / 3 | [17,0] | measured / 10 | 2026-08-06T19:18:30Z |
| Add drift detection and compliance baselines | gpt-5.6-terramedium | cooldown | 0 / 9 | 0% | $0.58 | 1 | 1.2 / 7 | [9,1] | measured / 7 | 2026-08-06T19:18:11Z |
| Add CSS Grid layout to the Box component | gpt-5.6-lunalow | cooldown | 0 / 15 | 0% | $0.03 | 1 | 0.07 / 4 | [15,0] | measured / 12 | 2026-08-06T19:02:00Z |
| Add lazy recursive schemas with DTO and JSON Schema export | gpt-5.6-solultra | cooldown | 3 / 18 | 100% | $56.41 | 1 | 106.2 / 97 | [18,18] | measured / 9 | 2026-08-06T19:01:19Z |
| Persist the fitted feature schema across evaluate, predict, serve, and export | gpt-5.6-lunamax | cooldown | 0 / 16 | 0% | $0.20 | 1 | 0.4 / 18 | [16,9] | measured / 12 | 2026-08-06T18:55:12Z |
| Expose accumulated streamed function-call args in SDK surfaces | gpt-5.5xhigh | cooldown | 3 / 8 | 100% | $4.78 | 1 | 10 / 17 | [] | measured / 12 | 2026-08-06T18:53:09Z |
| Add deprecation, sunset, and successor headers to FastAPI routes | gpt-5.6-terralow | cooldown | 1 / 9 | 33% | $0.57 | 1 | 1.2 / 5 | [9,3] | measured / 9 | 2026-08-06T18:36:06Z |
| Add duration-aware sharding to Vitest | gpt-5.6-solxhigh | cooldown | 3 / 11 | 100% | $8.23 | 1 | 17 / 29 | [11,11] | measured / 10 | 2026-08-06T18:35:21Z |
| Add typed blend range access and blend-if compositing | gpt-5.6-lunaxhigh | cooldown | 3 / 10 | 100% | $0.17 | 1 | 0.34 / 15 | [10,10] | measured / 8 | 2026-08-06T18:27:59Z |
| Add link format conversion between wiki and markdown syntax | gpt-5.6-terramedium | cooldown | 1 / 8 | 33% | $0.43 | 1 | 0.89 / 5 | [16,5] | measured / 16 | 2026-08-06T18:10:00Z |
| Add CSS Grid layout to the Box component | gpt-5.6-lunamedium | cooldown | 0 / 11 | 0% | $0.09 | 1 | 0.18 / 9 | [11,0] | measured / 8 | 2026-08-06T18:02:10Z |
| Add a per-origin circuit breaker to ofetch | gpt-5.5high | cooldown | 3 / 10 | 100% | $1.71 | 1 | 3.6 / 8 | [] | measured / 66 | 2026-08-06T18:00:05Z |
| Complete Kitty keyboard phases and stable fallback key metadata | gpt-5.6-sollow | cooldown | 1 / 11 | 33% | $1.74 | 1 | 3.4 / 8 | [11,3] | measured / 9 | 2026-08-06T17:52:16Z |
| Add `\multicolumn` column spans to array-like environments | gpt-5.6-solmedium | cooldown | 1 / 13 | 33% | $2.74 | 1 | 5.6 / 12 | [13,4] | measured / 12 | 2026-08-06T17:50:15Z |
| Reconstruct template strings in partial evaluation output | gpt-5.5high | cooldown | 2 / 12 | 67% | $5.33 | 1 | 10.8 / 21 | [] | measured / 12 | 2026-08-06T17:46:45Z |
| Partition report files by launcher and expand report templates | gpt-5.6-lunalow | cooldown | 0 / 13 | 0% | $0.03 | 1 | 0.07 / 4 | [13,0] | measured / 10 | 2026-08-06T17:40:35Z |
| Add GraphQL incremental delivery with @defer and @stream | gpt-5.6-lunaxhigh | cooldown | 0 / 7 | 0% | $0.30 | 1 | 0.63 / 19 | [7,0] | measured / 6 | 2026-08-06T17:38:03Z |
| Add a deterministic CookieStore with modern Set-Cookie parsing | gpt-5.6-solxhigh | cooldown | 3 / 12 | 100% | $4.06 | 1 | 5.04 / 18 | [12,12] | measured / 12 | 2026-08-06T17:35:51Z |
| Format BigQuery pipe syntax queries correctly | gpt-5.6-lunaxhigh | cooldown | 3 / 11 | 100% | $0.22 | 1 | 0.45 / 16 | [11,10] | measured / 7 | 2026-08-06T17:34:37Z |
| Add rolling min, max, median, and quantile methods | gpt-5.6-terrahigh | cooldown | 2 / 7 | 67% | $1.33 | 1 | 2.6 / 10 | [7,2] | measured / 6 | 2026-08-06T17:15:44Z |
| Add error stack serialization to SuperJSON | gpt-5.6-solxhigh | cooldown | 3 / 16 | 100% | $3.26 | 1 | 6.6 / 19 | [16,15] | measured / 15 | 2026-08-06T17:14:17Z |
| Add hierarchical evaluation cancellation to Boa | gpt-5.6-solultra | cooldown | 3 / 20 | 100% | $26.39 | 1 | 53 / 70 | [20,19] | measured / 12 | 2026-08-06T17:02:54Z |
| Fix isolated Go-side calls for Tengo callables and closures | gpt-5.5xhigh | cooldown | 2 / 8 | 67% | $4.95 | 1 | 10.4 / 19 | [] | measured / 13 | 2026-08-06T16:47:47Z |
| Preserve structure needed by stylesheet selectors | gpt-5.6-solultra | cooldown | 3 / 16 | 100% | $42.07 | 1 | 81.2 / 119 | [16,11] | measured / 8 | 2026-08-06T16:36:57Z |
| Add scoped state data to state machine callbacks and history | gpt-5.6-lunahigh | cooldown | 1 / 11 | 33% | $0.38 | 1 | 0.76 / 18 | [11,3] | measured / 9 | 2026-08-06T16:29:03Z |
| Add streaming JSON iteration to HTTPX responses | gpt-5.6-terramax | cooldown | 2 / 11 | 67% | $2.35 | 1 | 4.8 / 22 | [11,8] | measured / 9 | 2026-08-06T16:06:52Z |
| Add a checker for broken doc comment links | gpt-5.6-terraxhigh | cooldown | 2 / 11 | 67% | $1.21 | 1 | 2.2 / 13 | [11,8] | measured / 10 | 2026-08-06T15:46:17Z |
| Add an error-accumulating Validated container | gpt-5.5xhigh | cooldown | 2 / 10 | 67% | $6.30 | 1 | 11.7 / 22 | [] | measured / 14 | 2026-08-06T15:34:11Z |
Audited observations on dedicated accounts, not an official capacity promise.
Observed and predicted states remain distinct.
| Model / effort | Predicted at | Window starts | Status | Confidence |
|---|---|---|---|---|
| allall | Aug 1, 2026, 03:32 AM | -- | observed | -- |
| allall | Jul 29, 2026, 04:09 AM | -- | observed | -- |
Standard and Fast runs paired on the same task.
Inspect calculation boundaries, source, and rollback constraints for each snapshot.
IQ, cost, duration, steps, tokens, and combined cost stay separate; missing values never become zero.
Fast comparisons use samples matched by model, effort, and task.
URL, timestamp, hash, and calculation mode travel with each snapshot.