MiMo-V2.6-Flash

reasoning effort high · Last Updated 2026-10-31

xiaomi/mimo-v2.6-flash

Task results

Task results for MiMo-V2.6-Flash
Task	Hardware	Agent	Provider							Trajectory
agentic-search	CPU	Codex (v0.164.0)	OpenRouter	11.7	1h 54min	31,136,619	93,416	30,654,688	$0.18	Trace →
agentic-search-vectorless	CPU	Codex (v0.164.0)	OpenRouter	0.0	45min	1,396,039	405,674	698,023	$0.21	Trace →
biomedical-graph-retrieval	CPU	Codex (v0.164.0)	OpenRouter	0.0	14min	2,723,346	28,329	2,314,624	$0.07	Trace →
budgeted-bimetric-retrieval	CPU	Codex (v0.164.0)	OpenRouter	0.0	18min	9,687,619	40,195	9,430,336	$0.07	Trace →
code-context-retrieval	CPU	Codex (v0.164.0)	OpenRouter	1.6	54min	15,242,970	55,220	14,164,672	$0.21	Trace →
evolving-personal-memory	CPU	Codex (v0.164.0)	OpenRouter	8.2	31min	4,616,822	311,520	3,666,760	$0.23	Trace →
filtered-ann-retrieval	CPU	Codex (v0.164.0)	OpenRouter	0.0	48min	13,615,175	168,517	12,797,536	$0.20	Trace →
financial-report-qa	CPU	Codex (v0.164.0)	OpenRouter	6.9	50min	9,258,454	42,876	8,808,960	$0.10	Trace →
icsi-meeting-memory	CPU	Codex (v0.164.0)	OpenRouter	0.0	57min	12,708,858	79,085	12,530,816	$0.08	Trace →
incremental-vector-search	CPU	Codex (v0.164.0)	OpenRouter	0.7	1h 59min	84,985,689	152,799	84,499,712	$0.35	Trace →
join-aware-table-retrieval	CPU	Codex (v0.164.0)	OpenRouter	20.0	50min	14,599,290	68,878	14,375,936	$0.09	Trace →
large-scale-formula-retrieval	CPU	Codex (v0.164.0)	OpenRouter	0.0	24min	5,012,098	47,959	4,635,008	$0.08	Trace →
long-document-reranking	CPU	Codex (v0.164.0)	OpenRouter	0.0	7min	4,031,943	108,053	3,435,264	$0.12	Trace →
long-pdf-evidence	CPU	Codex (v0.164.0)	OpenRouter	0.0	57min	15,085,918	71,130	14,762,816	$0.11	Trace →
long-pdf-evidence-vectorless	CPU	Codex (v0.164.0)	OpenRouter	0.0	56min	14,690,336	106,377	14,490,112	$0.10	Trace →
memory-constrained-dense-retrieval	CPU	Codex (v0.164.0)	OpenRouter	0.0	20min	4,519,132	59,604	4,021,280	$0.10	Trace →
narrative-clue-search	CPU	Codex (v0.164.0)	OpenRouter	8.2	21min	3,223,959	103,050	2,674,304	$0.11	Trace →
negative-constraint-retrieval	CPU	Codex (v0.164.0)	OpenRouter	20.0	1h 25min	14,224,750	459,548	10,656,315	$0.66	Trace →
paper-metadata-retrieval	CPU	Codex (v0.164.0)	OpenRouter	0.0	33min	8,763,566	42,944	8,402,816	$0.09	Trace →
reasoning-query-rewriting	CPU	Codex (v0.164.0)	OpenRouter	10.0	2h 0min	27,023,822	621,378	19,763,424	$1.25	Trace →
rust-bm25-search	CPU	Codex (v0.164.0)	OpenRouter	0.0	17min	6,010,975	50,346	5,732,736	$0.07	Trace →
scientific-paper-qa	CPU	Codex (v0.164.0)	OpenRouter	20.0	2h 0min	16,093,014	592,360	11,906,816	$0.79	Trace →
sparse-retrieval-pruning	CPU	Codex (v0.164.0)	OpenRouter	0.0	55min	3,900,004	532,904	2,453,150	$0.36	Trace →
visual-document-qa	CPU	Codex (v0.164.0)	OpenRouter	6.8	23min	6,722,315	31,152	6,460,608	$0.06	Trace →
budgeted-candidate-reranking	GPU	Codex (v0.164.0)	OpenRouter	0.0	14min	4,662,967	25,651	4,449,152	$0.05	Trace →
chunqiu-temporal-retrieval	GPU	Codex (v0.164.0)	OpenRouter	0.0	25min	4,497,978	42,559	4,202,688	$0.07	Trace →
code-embedding-finetuning	GPU	Codex (v0.164.0)	OpenRouter	0.0	1h 30min	2,968,279	548,063	696,721	$0.47	Trace →
code-reranker-finetuning	GPU	Codex (v0.164.0)	OpenRouter	25.0	1h 17min	15,602,013	126,135	12,112,320	$0.56	Trace →
composed-image-search	GPU	Codex (v0.164.0)	OpenRouter	0.0	12min	1,540,080	47,093	1,252,928	$0.06	Trace →
constrained-molecular-search	GPU	Codex (v0.164.0)	OpenRouter	8.1	11min	2,470,192	50,146	2,084,288	$0.07	Trace →
decision-model-training	GPU	Codex (v0.164.0)	OpenRouter	0.0	39min	5,307,875	51,768	4,997,440	$0.07	Trace →
document-page-search	GPU	Codex (v0.164.0)	OpenRouter	3.9	1h 0min	15,378,494	68,930	14,976,581	$0.12	Trace →
instruction-following-embedding	GPU	Codex (v0.164.0)	OpenRouter	0.0	54min	29,272,393	247,837	26,020,672	$0.60	Trace →
khmer-embedding-training	GPU	Codex (v0.164.0)	OpenRouter	17.7	1h 14min	5,432,770	51,356	5,250,688	$0.05	Trace →
layout-page-search	GPU	Codex (v0.164.0)	OpenRouter	0.0	13min	1,626,764	54,219	1,312,768	$0.06	Trace →
legal-stance-retrieval	GPU	Codex (v0.164.0)	OpenRouter	0.0	25min	6,753,628	58,912	5,787,168	$0.17	Trace →
lightweight-query-retrieval	GPU	Codex (v0.164.0)	OpenRouter	0.0	51min	8,469,696	39,322	7,640,288	$0.15	Trace →
methodology-inspiration-retrieval	GPU	Codex (v0.164.0)	OpenRouter	0.0	32min	8,005,801	46,125	7,370,976	$0.12	Trace →
multilingual-vector-postprocessing	GPU	Codex (v0.164.0)	OpenRouter	20.1	23min	5,413,804	33,353	4,773,184	$0.11	Trace →
protein-text-bidirectional-retrieval	GPU	Codex (v0.164.0)	OpenRouter	0.0	45min	5,324,621	27,579	4,135,150	$0.19	Trace →
quantity-aware-retrieval	GPU	Codex (v0.164.0)	OpenRouter	0.0	9min	1,714,594	17,847	1,460,576	$0.04	Trace →
query-encoder-alignment	GPU	Codex (v0.164.0)	OpenRouter	0.0	1min	256,974	4,129	164,672	$0.01	Trace →
same-place-image-search	GPU	Codex (v0.164.0)	OpenRouter	0.0	8min	743,896	11,141	698,880	$0.01	Trace →
sketch-text-search	GPU	Codex (v0.164.0)	OpenRouter	1.4	1h 52min	20,011,474	88,443	19,133,632	$0.20	Trace →
spoken-query-search	GPU	Codex (v0.164.0)	OpenRouter	2.0	2h 0min	25,674,079	534,300	22,962,322	$0.59	Trace →
training-error-tracing	GPU	Codex (v0.164.0)	OpenRouter	20.0	40min	18,824,905	56,478	17,373,891	$0.27	Trace →
video-moment-search	GPU	Codex (v0.164.0)	OpenRouter	10.9	16min	2,668,851	30,250	2,585,152	$0.03	Trace →

47 selected evaluations · valid zero scores included

Score: task reward × 100. Tokens: coding usage; cached tokens are included in input.

Cost is estimated from recorded agent tokens at official API rates in USD (2026-11-01; DeepSeek off-peak pricing).